Difference between revisions of "Part:BBa K857000"

(Characterization of Sortase BBa_K3925009 (and comparison to BBa_K857000))
 
(16 intermediate revisions by 3 users not shown)
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CH3CHO + NAD+ + CoA → acetyl-CoA + NADH + H+
 
CH3CHO + NAD+ + CoA → acetyl-CoA + NADH + H+
 +
 +
This part was designed by the 2012 iGEM UC Merced team and it is a gene that is involved in the E. Coli glucose metabolism pathway. Our team characterized this part by performing an in silico knockout of this gene. Using quantitative analysis, we discovered that its deletion does not affect the growth of E. Coli when under optimal conditions to produce a 4:1 hydrogen production to glucose uptake ratio. More importantly, we identified possible non-lethal gene deletions that may help maximize hydrogen production in the dark fermentation process.
 +
 +
First, we measured the growth of E. Coli bacteria under the conditions in which the insertion of mhpF allows the production of hydrogen to glucose uptake ratio to be 4:1.  This was done using the Constraint Model Based Reconstruction and Analysis (COBRA) toolbox on Matlab platform which allowed us to constrain the uptake of glucose and hydrogen release to a ratio of 4:1 on our E. Coli glucose metabolism model. Our results were performed using Flux Balance Analysis (FBA) on the Core E. Coli Model by the Systems Biology Research Group at the University of California generated from the current gene expression data on E. coli.
 +
https://2019.igem.org/wiki/images/b/bc/T--NYU_Abu_Dhabi--characterization-graph1.png
 +
 +
Figure 1. Demonstrates the growth of E.coli when subject to the hydrogen release to glucose uptake requirement.
 +
 +
Our results showed that when the MhpF gene is introduced, E. Coli growth is higher under anaerobic conditions than aerobic conditions when under stress requirement to produce a 4:1 hydrogen to glucose ratio. This was achieved by setting oxygen flux values to both unlimited and zero for aerobic and anaerobic conditions respectively, whilst measuring E. coli’s growth in rate per hour. Growth measurements were done as a quantitative measure of how E.coli performs against the gene modification added to its metabolism.
 +
 +
Furthermore,  our analysis from Flux Balance Analysis (FBA)  validated team UC Merced hypothesis that  removing IdhA, pfIB and adhE from E. coli fermentation pathway and replacing it with mhpF, pyruvate decarboxylase and ferredoxin oxidoreductase. This was achieved by performing in silico knockouts of IdhA, pfIB and adhE on the E. coli model and multiple gene insertions of mhpF, pyruvate decarboxylate and ferredoxin and looking at how the shift in metabolism network  improve hydrogen yield under anaerobic condition.
 +
<br/><br/>
 +
https://2019.igem.org/wiki/images/thumb/e/e2/T--NYU_Abu_Dhabi--character-graph2.png/1190px-T--NYU_Abu_Dhabi--character-graph2.png
 +
https://2019.igem.org/wiki/images/0/0d/T--NYU_Abu_Dhabi--character-graph3.png
 +
 +
Figure 2.Shift in metabolism flux network when E. coli model is subjected to hydrogen release to glucose uptake  4:1 ratio under aerobic conditions (left) and anaerobic conditions(right).
 +
 +
Next, we analyzed the effect of deleting the mhpF gene on the growth rate of E. Coli (in biomass/hour). The quantitative analysis shows that the growth remained the same, which indicates that the mhpF gene does not affect the growth rate of E. Coli. This served as motivation to perform more single gene deletions on the E.coli model. We analyzed the effect of creating knockouts of all the genes involved in glucose metabolism on the bacteria by examining the lethality of deleting each gene. Team UC Merced attempted to create knockouts of three genes, and below we present suggestions regarding the genes in the dark fermentation process that can be deleted without being lethal. Deletions of genes in the dark fermentation process, a form of anaerobic conversion would facilitate the conversion of  organic substrate to biohydrogen. (see Table 1)
 +
For instance our analysis from the gene deletion suggested that the deletion zwf gene( glucose-6-phosphate 1-dehydrogenase) which is principal in the pentose pathway would be lethal to the E. coli. It turns out that zwf and mphF gene is overexpressed in the dark fermentation process. Even though both are very necessary for hydrogen production, mphF deletion would not result in much difference in the flux. Further our metabolic network flux predicts that the overexpression of zwf leads to the diversion of carbon flux through the PP pathway and hence result in an increase in the efficiency of the production of H2.
 +
Finally, a robustness analysis was performed to verify the validity of the results by setting fixed amounts of glucose and hydrogen and measuring the growth as a function of the oxygen concentration. This analysis was performed to demonstrate the strength of our model's prediction. The linear graph predicts a linear rise in growth with an intermittent increase in glucose intake. This agrees and supports our previous data which suggested that mphF is implied in the increase in growth of E.coli when subject to the condition stipulated above.
 +
<br/><br/>
 +
https://2019.igem.org/wiki/images/0/0d/T--NYU_Abu_Dhabi--character-graph4.jpeg
 +
<br/><br/>
 +
In sum , using metabolic modeling allow for in silico gene knockouts and metabolic analysis that unveiled non lethal gene deletions and insertion that would prove useful for the generation of biohydrogen from E.coli. Using metabolic modeling, it is easier to generate genetic changes that would optimize hydrogen production from E.coli. graph robustness
 +
 +
 +
Finally, a robustness analysis was performed to verify the validity of the results by setting fixed amounts of glucose and hydrogen and measuring the growth as a function of the oxygen concentration.
 +
Table 1: Possible gene deletions and their measure effects on E. coli.
 +
<p>&nbsp;</p>
 +
<table>
 +
<tbody>
 +
<tr>
 +
<td>
 +
<p><strong>LOCUS</strong></p>
 +
</td>
 +
<td>
 +
<p><strong>GENE</strong></p>
 +
</td>
 +
<td>
 +
<p><strong>PRODUCT</strong></p>
 +
</td>
 +
<td>
 +
<p><strong>FUNCTION</strong></p>
 +
</td>
 +
<td>
 +
<p><strong>NOTE</strong></p>
 +
</td>
 +
<td>
 +
<p><strong>LETHALITY</strong></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0008</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">talB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transaldolase B</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0118</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acnB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aconitate hydratase 2; aconitase B;2-methyl-cis-aconitate hydratase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aconitate hydrase B</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0351</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">mhpF</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acetaldehyde-CoA dehydrogenase II, NAD-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Degradation of small molecules: Carboncompounds</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acetaldehyde dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0356</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">frmA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">alcohol dehydrogenase class III;glutathione-dependent formaldehyde dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon:Fermentation</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">alcohol dehydrogenase class III; formaldehydedehydrogenase, glutathione-dependent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0451</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">amtB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ammonium transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative transport; Central intermediarymetabolism: Pool, multipurpose conversions</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable ammonium transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0474</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">adk</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">adenylate kinase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Purine ribonucleotide biosynthesis</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">adenylate kinase activity; pleiotropic effects onglycerol-3-phosphate acyltransferase activity</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0485</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glsA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutaminase 1</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; l-glutamine catabolism</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative glutaminase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0733</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cydA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome d terminal oxidase, subunit I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Electrontransport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome d terminal oxidase, polypeptide subunitI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0734</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cydB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome d terminal oxidase, subunit II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Electrontransport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome d terminal oxidase polypeptide subunitII</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0755</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gpmA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoglyceromutase 1</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0809</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glnQ</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamine transporter subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules: Aminoacids, amines</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ATP-binding component of glutamine high-affinitytransport system</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0810</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glnP</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamine transporter subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules: Aminoacids, amines</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamine high-affinity transport system; membranecomponent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0811</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glnH</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamine transporter subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules: Aminoacids, amines</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">periplasmic glutamine-binding protein; permease</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0875</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aqpZ</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aquaporin Z</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules: Other</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transmembrane water channel; aquaporin Z</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0902</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pflA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate formate-lyase 1-activating enzyme;[formate-C-acetyltransferase 1]-activating enzyme; PFLactivase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0903</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pflB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">formate C-acetyltransferase 1, anaerobic;pyruvate formate-lyase 1</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">formate acetyltransferase 1</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0904</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">focA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">formate channel</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative transport; Degradation of smallmolecules: Carbon compounds</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable formate transporter (formate channel 1)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0978</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cbdA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome bd-II oxidase, subunit I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Energy metabolism, carbon:Electron transport</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0979</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cbdB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">cytochrome bd-II oxidase, subunit II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Energy metabolism, carbon:Electron transport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable third cytochrome oxidase, subunit II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1101</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ptsG</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fused glucose-specific PTS enzymes: IIBcomponent/IIC component</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS system, glucose-specific IIBC component</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1241</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">adhE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fused acetaldehyde-CoAdehydrogenase/iron-dependent alcoholdehydrogenase/pyruvate-formate lyase deactivase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon:Fermentation</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">CoA-linked acetaldehyde dehydrogenase andiron-dependent alcohol dehydrogenase;pyruvate-formate-lyase deactivase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1276</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acnA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aconitate hydratase 1; aconitase A</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aconitate hydrase 1</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1297</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">puuA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate--putrescine ligase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Degradation of small molecules: Carboncompounds</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative glutamine synthetase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1380</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ldhA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fermentative D-lactate dehydrogenase,NAD-dependent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon:Fermentation</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1478</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">adhP</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ethanol-active dehydrogenase/acetaldehyde-activereductase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">alcohol dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1479</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">maeA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malate dehydrogenase, decarboxylating,NAD-requiring; malic enzyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Gluconeogenesis</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NAD-linked malate dehydrogenase (malic enzyme)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1524</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glsB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutaminase 2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; l-glutamine catabolism</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative glutaminase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1602</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pntB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyridine nucleotide transhydrogenase, betasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism: Pool,multipurpose conversions</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1603</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pntA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyridine nucleotide transhydrogenase, alphasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism: Pool,multipurpose conversions</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1611</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate hydratase (fumarase C),aerobic ClassII</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarase C</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1612</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate hydratase (fumarase A), aerobic ClassI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarase A isozyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1621</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malX</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">maltose and glucose-specific PTS enzyme IIBcomponent and IIC component</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS system, maltose and glucose-specific IIABCcomponent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1676</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pykF</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate kinase I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate kinase I (formerly F), fructosestimulated</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1702</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ppsA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoenolpyruvate synthase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Gluconeogenesis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1723</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pfkB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">6-phosphofructokinase II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">6-phosphofructokinase II; suppressor of pfkA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1773</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ydjI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative aldolase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1812</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pabB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aminodeoxychorismate synthase, subunit I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Biosynthesis of cofactors, carriers:Folic acid</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">p-aminobenzoate synthetase, component I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1817</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">manX</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fused mannose-specific PTS enzymes: IIAcomponent/IIB component</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS enzyme IIAB, mannose-specific</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1818</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">manY</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">mannose-specific enzyme IIC component of PTS</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS enzyme IIC, mannose-specific</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1819</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">manZ</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">mannose-specific enzyme IID component of PTS</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS enzyme IID, mannose-specific</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1849</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">purT</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoribosylglycinamide formyltransferase 2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Purine ribonucleotide biosynthesis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1854</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pykA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate kinase II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate kinase II, glucose stimulated</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2097</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fbaB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fructose-bisphosphate aldolase class I</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2133</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">dld</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">D-lactate dehydrogenase, FAD-binding, NADHindependent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">D-lactate dehydrogenase, FAD protein, NADHindependent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2296</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ackA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acetate kinase A and propionate kinase 2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Electrontransport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">acetate kinase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2297</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pta</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphate acetyltransferase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Degradation of small molecules: Carboncompounds</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphotransacetylase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2417</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">crr</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glucose-specific enzyme IIA component of PTS</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS system, glucose-specific IIA component</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2458</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">eutD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphate acetyltransferase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Degradation of smallmolecules: Amines</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ethanolamine utilization; homolog of Salmonellaacetyl/butyryl P transferase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2463</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">maeB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malic enzyme: putativeoxidoreductase/phosphotransacetylase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative multimodular enzyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2464</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">talA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transaldolase A</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2465</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">tktB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transketolase 2, thiamine triphosphate-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transketolase 2 isozyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2492</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">focB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative formate transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative transport; Transport of smallmolecules: Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable formate transporter (formate channel 2)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2579</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">grcA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">autonomous glycyl radical cofactor</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Energy metabolism, carbon:Anaerobic respiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative formate acetyltransferase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2587</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">kgtP</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">alpha-ketoglutarate transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">alpha-ketoglutarate permease</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2914</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">rpiA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ribose 5-phosphate isomerase, constitutive</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ribosephosphate isomerase, constitutive</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2925</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fbaA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fructose-bisphosphate aldolase, class II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2935</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">tktA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transketolase 1, thiamine triphosphate-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transketolase 1 isozyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2975</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glcA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glycolate transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative transport; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative permease</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2976</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glcB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malate synthase G</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Glyoxylate bypass</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2987</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pitB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphate transporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Anions</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">low-affinity phosphate transport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3114</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">tdcE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate formate-lyase 4/2-ketobutyrateformate-lyase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Energy metabolism, carbon:Anaerobic respiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable formate acetyltransferase 3</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3115</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">tdcD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">propionate kinase/acetate kinase C, anaerobic</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">propionate kinase/acetate kinase II, anaerobic</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3212</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gltB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate synthase, large subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism: Pool,multipurpose conversions</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3213</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gltD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate synthase, 4Fe-4S protein, smallsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism: Pool,multipurpose conversions</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate synthase, small subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3386</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">rpe</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">D-ribulose-5-phosphate 3-epimerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3403</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pck</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoenolpyruvate carboxykinase [ATP]</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Gluconeogenesis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3493</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pitA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphate transporter, low-affinity; telluriteimporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Anions</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">low-affinity phosphate transport</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3528</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">dctA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">C4-dicarboxylic acid, orotate and citratetransporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">uptake of C4-dicarboxylic acids</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3603</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lldP</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">L-lactate permease</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3612</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gpmM</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoglycero mutase III, cofactor-independent</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative 2,3-bisphosphoglycerate-independentphosphoglycerate mutase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3739</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ATP synthase, membrane-bound accessory factor</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, dispensable protein,affects expression of atpB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3870</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glnA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamine synthetase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Amino acid biosynthesis: Glutamine</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3916</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pfkA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">6-phosphofructokinase I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3925</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glpX</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fructose 1,6-bisphosphatase II</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phenotype; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not required for growth on glycerol</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3951</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pflD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative glycine radical domain-containingpyruvate formate-lyase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">formate acetyltransferase 2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3952</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pflC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative [formate-C-acetyltransferase2]-activating enzyme; pyruvate formate-lyase 1-activatingenzyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Energy metabolism, carbon:Anaerobic respiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">probable pyruvate formate lyase activating enzyme2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3962</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sthA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyridine nucleotide transhydrogenase, soluble</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4014</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aceB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malate synthase A</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Glyoxylate bypass</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4015</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aceA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">isocitrate lyase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Glyoxylate bypass</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4077</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gltP</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate/aspartate:proton symporter</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">transport; Transport of small molecules: Aminoacids, amines</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate-aspartate symport protein</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4090</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">rpiB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ribose 5-phosphate isomerase B/allose6-phosphate isomerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ribose 5-phosphate isomerase B</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4122</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">anaerobic class I fumarate hydratase (fumaraseB)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarase Bisozyme</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4151</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">frdD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase (anaerobic), membrane anchorsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase, anaerobic, membrane anchorpolypeptide</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4152</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">frdC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase (anaerobic), membrane anchorsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase, anaerobic, membrane anchorpolypeptide</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4153</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">frdB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase (anaerobic), Fe-S subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase, anaerobic, iron-sulfur proteinsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4154</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">frdA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">anaerobic fumarate reductase catalytic andNAD/flavoprotein subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Anaerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fumarate reductase, anaerobic, flavoproteinsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4232</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fbp</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">fructose-1,6-bisphosphatase I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Central intermediary metabolism:Gluconeogenesis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4301</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sgcE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative epimerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative enzyme; Not classified</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4395</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ytjC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphatase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoglyceromutase 2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">not lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0114</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aceE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate dehydrogenase, decarboxylase componentE1, thiamine triphosphate-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate dehydrogenase (decarboxylase component)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0115</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">aceF</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate dehydrogenase,dihydrolipoyltransacetylase component E2</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pyruvate dehydrogenase (dihydrolipoyltransacetylasecomponent)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0116</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lpd</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">dihydrolipoyl dehydrogenase; E3 component ofpyruvate and 2-oxoglutarate dehydrogenases complexes;glycine cleavage system L protein; dihydrolipoamidedehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lipoamide dehydrogenase (NADH); component of2-oxodehydrogenase and pyruvate complexes; L-protein ofglycine cleavage complex</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0720</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gltA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">citrate synthase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0721</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sdhC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, membrane subunit, bindscytochrome b556</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, cytochrome b556</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0722</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sdhD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, membrane subunit, bindscytochrome b556</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, hydrophobic subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0723</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sdhA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, flavoprotein subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0724</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sdhB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, FeS subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinate dehydrogenase, iron sulfur protein</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0726</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sucA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">2-oxoglutarate decarboxylase, thiaminetriphosphate-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">2-oxoglutarate dehydrogenase (decarboxylasecomponent)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0727</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sucB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">dihydrolipoyltranssuccinase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">2-oxoglutarate dehydrogenase(dihydrolipoyltranssuccinase E2 component)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0728</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sucC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinyl-CoA synthetase, beta subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0729</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">sucD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinyl-CoA synthetase, NAD(P)-binding, alphasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">succinyl-CoA synthetase, alpha subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b0767</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pgl</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">6-phosphogluconolactonase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">orf; Not classified</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">putative isomerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1136</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">icd</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">isocitrate dehydrogenase; e14 prophageattachment site; tellurite reductase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle;Phage or Prophage Related</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">isocitrate dehydrogenase, specific for NADP+</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1761</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gdhA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glutamate dehydrogenase, NADP-specific</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Amino acid biosynthesis: Glutamate</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADP-specific glutamate dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1779</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gapA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glyceraldehyde-3-phosphate dehydrogenase A</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b1852</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">zwf</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glucose-6-phosphate 1-dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Oxidativebranch, pentose pathway</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2029</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">gnd</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">6-phosphogluconate dehydrogenase,decarboxylating</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Oxidativebranch, pentose pathway</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2276</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoN</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitN</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain N</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2277</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoM</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitM</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain M</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2278</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoL</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitL</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain L</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2279</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoK</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitK</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain K</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2280</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoJ</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitJ</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain J</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2281</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, chain I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2282</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoH</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitH</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain H</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2283</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoG</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, chain G</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain G</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2284</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoF</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, chain F</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain F</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2285</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, chain E</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain E</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2286</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, fused CDsubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain C, D</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2287</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, chain B</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain B</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2288</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">nuoA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH:ubiquinone oxidoreductase, membrane subunitA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Aerobicrespiration</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">NADH dehydrogenase I chain A</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2415</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ptsH</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphohistidinoprotein-hexosephosphotransferase component of PTS system (Hpr)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PTS system protein HPr</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2416</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ptsI</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PEP-protein phosphotransferase of PTS system(enzyme I)</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">PEP-protein phosphotransferase system enzyme I</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2779</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">eno</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enolase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b2926</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pgk</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoglycerate kinase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3236</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">mdh</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malate dehydrogenase, NAD(P)-binding</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: TCA cycle</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">malate dehydrogenase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3731</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpC</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F1 sector of membrane-bound ATP synthase,epsilon subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F1 sector,epsilon-subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3732</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpD</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F1 sector of membrane-bound ATP synthase, betasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F1 sector,beta-subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3733</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpG</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F1 sector of membrane-bound ATP synthase, gammasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F1 sector,gamma-subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3734</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F1 sector of membrane-bound ATP synthase, alphasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F1 sector,alpha-subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3735</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpH</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F1 sector of membrane-bound ATP synthase, deltasubunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F1 sector,delta-subunit</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3736</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpF</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F0 sector of membrane-bound ATP synthase,subunit b</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F0 sector, subunit b</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3737</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpE</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F0 sector of membrane-bound ATP synthase,subunit c</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F0 sector, subunit c</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3738</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">atpB</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">F0 sector of membrane-bound ATP synthase,subunit a</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; ATP-proton motive forceinterconversion</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">membrane-bound ATP synthase, F0 sector, subunit a</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3919</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">tpiA</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">triosephosphate isomerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b3956</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">ppc</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">phosphoenolpyruvate carboxylase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon:Fermentation</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
<tr>
 +
<td>
 +
<p><span style="font-weight: 400;">b4025</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">pgi</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">glucosephosphate isomerase</span></p>
 +
</td>
 +
<td>
 +
<p><span style="font-weight: 400;">enzyme; Energy metabolism, carbon: Glycolysis</span></p>
 +
</td>
 +
<td>&nbsp;</td>
 +
<td>
 +
<p><span style="font-weight: 400;">lethal</span></p>
 +
</td>
 +
</tr>
 +
</tbody>
 +
</table>
 +
 +
 +
==Contribution: XHD-Wuhan-Pro-China 2021==
 +
==Characterization of Sortase BBa_K3925009 (and comparison to BBa_K857000)==
 +
pSB-BBa_K857000 only contains the alcohol dehydrogenase of BBa_K857000. In order to improve its enzyme activity, we modified BBa_K3925009. In addition to the alcohol dehydrogenase of BBa_K857000, pSB-BBa_K3925009 also has BBa_K3925005-NAD synthetase gene (nadE) and BBa_K3925007-NADH oxidase gene (nox).
 +
 +
In order to more intuitively reflect the expression of functional genes of the engineered strains E.coli pSB-BBa_K857000 and E.coli pSB-BBa_K3925009, we tested the enzymatic activity of various exogenous enzymes and the coenzyme NAD+ under the conditions of in vitro culture of different strains. content.
 +
 +
The results are shown in the figure. In the crude enzyme extracts of bacteria, E. coli 1917 basically did not show alcohol dehydrogenase, acetaldehyde dehydrogenase and NADH oxidase activities, and the content of the coenzyme NAD+ was extremely low; E. The ADH activity of coli pSB-BBa_K857000 was 47.91 ± 3.12 U/mL, the ALDH activity was 33.57 ± 2.59 U/mL, and NADH oxidase activity was not detected; while the ADH activity of E. coli pSB-BBa_K3925009 was 81.41 ± 3.64 U/mL mL, ALDH activity is 57.56 ± 1.48 U/mL, nox activity is 14.4 ± 2.29 U/mL, bacterial expression of ADH and ALDH enzyme activity is greatly increased, and the content of coenzyme NAD+ is also greatly increased compared with strain E.coli pSB-BBa_K857000. It shows that the expression of NAD synthase gene nadE and NADH oxidase gene nox can help increase the content of dehydrogenase coenzyme NAD in bacterial cells, thereby enhancing the degradation ability of alcohol dehydrogenase and acetaldehyde dehydrogenase.
 +
[[File:T--XHD-Wuhan-Pro-China--30.jpg|750px|]]
 +
===literuture1===
 +
 +
Alcohol use disorder (AUD) is a major global health concern (Peacock et al., 2018). There are considerable efforts being made to identify new molecular targets within the brain for the development of more effective therapies to treat this addictive disorder. As an approach in this direction, new research by Mews et al., 2019 published recently in Nature has demonstrated that the tertiary metabolite of alcohol (acetyl-CoA) is important in regulating ethanol’s effects in the brain and serves as a substrate in directly promoting histone acetylation, thereby regulating gene expression in the neurons and alcohol-related behaviors
 +
 +
[[File:T-- XHD-Wuhan-Pro-China--1.jpg|750px|]]
 +
 +
Ethanol metabolism has previously been identified as an important factor in the toxic effects produced by ethanol consumption (Cederbaum, 2012). Ethanol is metabolized to acetyl-CoA through a three-step process, starting first with the oxidation of ethanol to acetaldehyde by alcohol dehydrogenase IB in the liver (Cederbaum, 2012). Other tissue-specific enzymes, such as alcohol dehydrogenase IA, are also important in this step. Acetaldehyde is then converted to acetic acid by aldehyde dehydrogenase 2, which is the rate-limiting step of alcohol metabolism. Finally, acetic acid is converted to Acetyl-CoA, where it enters the citric cycle and can be released as H2O and CO2. Acetaldehyde is a highly reactive species that induces oxidative stress, mitochondrial damage, and cytokine formation (Guo and Ren, 2010). Furthermore, build-up of acetaldehyde is often found in heavy drinkers, and individuals without functioning aldehyde dehydrogenase 2 have vasodilation, nausea, and dysphasia when alcohol is consumed (Cederbaum, 2012, Guo and Ren, 2010). Efforts to capitalize on this effect as a deterrent to alcohol consumption resulted in the use of disulfiram (Antabuse) in the clinic to limited efficacy. Furthermore, ethanol has been shown to affect a staggeringly large number of different organ systems (notably the liver and brain) and a substantial number of different cell-transduction pathways, including epigenetic processes (Cederbaum, 2012, Choudhury and Shukla, 2008, Pandey et al., 2017). Chronic ethanol exposure is known to contribute to many of the negative physiological symptoms of withdrawal (Koob and Volkow, 2016, Pandey et al., 2017).
 +
 +
Histone acetylation is one of the most studied epigenetic processes that controls gene transcription (Pandey et al., 2017). The effects of acute ethanol on the epigenome via histone acetylation appear to be involved in anxiolytic effects (Pandey et al., 2017). Several previous studies have demonstrated that acute ethanol has the ability to activate histone acetyltransferases (HATs) and inhibit histone deacetylases (HDACs) in the brain (Pandey et al., 2017; Figure 1). These properties may lead to increased histone acetylation (active epigenetic marks) that produces chromatin remodeling and changes in gene expression in the amygdala, a brain region responsible for comorbidity of anxiety and AUD (Pandey et al., 2008, Pandey et al., 2017). Previous research has demonstrated that different alcohols and their metabolites can also induce changes to histone acetylation in hepatocytes (Choudhury and Shukla, 2008).
 +
 +
Mews et al. have suggested that acetate coming from the liver directly binds to neuronal chromatin (Figure 1) and is then converted to acetyl-CoA via chromatin-bound acetyl-CoA synthetase 2 (ACSS2) (Mews et al., 2019). This appears to be another fascinating epigenetic mechanism involved in the action of ethanol. The current research elegantly combines metabolomics and RNA and ChIP sequencing to show that alcohol contributes to histone acetylation in the mouse brain. Using liquid-chromatography mass spectrometry, the authors demonstrate that a single intraperitoneal injection of deuterated ethanol into mice rapidly increases histone acetylation in the dorsal hippocampus (dHPC) and prefrontal cortex (as well as the liver), and this increase lasts about 8 h. The authors further demonstrate that this is regulated by chromatin-bound acetyl-CoA synthetase 2 (ACSS2). Interestingly, alcohol exposure produces more H3K9ac and H3K27ac peaks in dHPC at the genome-wide level, which is prevented by the knockdown of ACSS2. This manipulation also prevents ethanol-conditioned place preference, suggesting that ACSS2 is required for ethanol reward learning, and provides more experimental evidence that epigenetic mechanisms are required for learning and memory. Previous studies have shown that learning and memory crucially rely on histone deacetylase-2-mediated epigenetic processes (Guan et al., 2009), and this new evidence creates a clearer picture about how ethanol facilitates its rewarding properties via ACSS2-dependent histone acetylation (Mews et al., 2019).
 +
 +
Since both ethanol and its secondary metabolite are known to be involved in changes in gene expression, the authors also evaluated if there was significant overlap between genes upregulated by the addition of acetate (ex vivo) and ethanol (in vivo) using RNA sequencing. There was substantial overlap between genes induced by acetate and ethanol (830 genes). An additional 1,010 genes were upregulated by ethanol and 2,783 upregulated by acetate, suggesting that there are also effects of ethanol that are independent of an acetate-induced mechanism. While the authors did perform gene ontology (GO) analysis on genes induced by acetate, it would also be interesting to see what GO analysis was involved for genes that overlapped with exposure to ethanol and exposure to acetate. Also, it would be interesting to examine if acetate has any direct effects on other epigenetic players responsible for histone acetylation changes in the brain, such as HATs and HDACs.
 +
 +
Transgenerational epigenetic regulation by drugs of abuse has been an area of intense study, particularly in the field of alcohol abuse (Chastain and Sarkar, 2017). Fetal alcohol spectrum disorder (FASD) occurs when the fetus is harmed during prenatal alcohol exposure. The authors demonstrate that maternal exposure to alcohol also causes changes in histone acetylation in the fetal brain, and this may contribute to the distinctive facial features, learning disabilities, and psychiatric symptoms that characterize this disorder by causing epigenetic dysregulation of tightly controlled developmental pathways (Mews et al., 2019).
 +
In summary, this study helps to answer questions regarding how acute ethanol increases histone acetylation and contributes significantly to our understanding of epigenetic regulation produced by alcohol drinking. Previous studies have indicated that histone deacetylase pathways are crucial in alcohol withdrawal and dependence and could be acting as a responsive mechanism for epigenetic reprogramming (Pandey et al., 2008, Pandey et al., 2017). Several key questions remain, specifically how an ACSS2-dependent histone acetylation mechanism contributes to the withdrawal aspects and ethanol tolerance that are observed in both animal models of alcohol dependence and in clinical populations. It would be interesting to see an expansion of this research to explore these topics.
 +
 +
===Acknowledgments===
 +
SCP is supported by National Institute on Alcohol Abuse and Alcoholism grants UO1AA-019971 , U24AA-024605 ( Neurobiology of Adolescent Drinking in Adulthood [NADIA] project), RO1AA-010005 , P50AA-022538 ( Center for Alcohol Research in Epigenetics ), and by the Department of Veterans Affairs (VA merit grant I01BX004517 & Senior Research Career Scientist award). J.P.B. is supported by a fellowship F32 AA027410 grant.
 +
 +
===Reference===
 +
Pandey SC, Bohnsack JP. Alcohol Makes Its Epigenetic Marks. Cell Metab. 2020 Feb 4;31(2):213-214. doi: 10.1016/j.cmet.2020.01.008. PMID: 32023443; PMCID: PMC7162615.
 +
 +
===Literature 2===
 +
The robustness of Saccharomyces cerevisiae in industrial fermentation processes, combined with fast developments in yeast synthetic biology and systems biology, have made this microorganism a popular platform for metabolic engineering (Hong and Nielsen, 2012). Many natural and heterologous compounds whose production from sugars is under investigation or already implemented in industry require acetyl-coenzyme A (acetyl-CoA) as a key precursor. Examples of such products include n-butanol, isoprenoids, lipids and flavonoids (Dyer et al., 2002, Koopman et al., 2012, Shiba et al., 2007, Steen et al., 2008, Veen and Lang, 2004).
 +
 +
Acetyl-CoA metabolism in S. cerevisiae is compartmented (Pronk et al., 1996, van Roermund et al., 1995). During respiratory growth on sugars, a substantial flux through acetyl-CoA occurs via the mitochondrial pyruvate dehydrogenase complex (Pronk et al., 1994). However, mutant analysis has shown that mitochondrial acetyl-CoA cannot meet the extramitochondrial requirement for acetyl-CoA in the yeast cytosol, which includes, for example, its use as a precursor for synthesis of lipids and lysine (Flikweert et al., 1999, van den Berg and Steensma, 1995). In this respect, it is relevant to note that S. cerevisiae does not contain ATP-citrate lyase, an enzyme that plays a major role in translocation of acetyl-CoA across the mitochondrial membrane in mammalian cells and in several non-Saccharomyces yeasts (Boulton and Ratledge, 1981). When sugars are used as the carbon source, cytosolic acetyl-CoA synthesis in S. cerevisiae occurs via the concerted action of pyruvate decarboxylase (Pdc1, 5 and 6), acetaldehyde dehydrogenase (Ald2, 3, 4, 5 and 6) and acetyl-CoA synthetase (Acs1 and 2) (Pronk et al., 1996). Heterologous, acetyl-CoA-dependent product pathways expressed in the S. cerevisiae cytosol exclusively depend on this ‘pyruvate dehydrogenase bypass’ for provision of acetyl-CoA. Indeed, overexpression of acetyl-CoA synthetase (ACS) from Salmonella enterica has been shown to lead to increased productivities of the isoprenoid amorphadiene by engineered S. cerevisiae strains (Shiba et al., 2007).
 +
 +
The ACS reaction involves the hydrolysis of ATP to AMP and pyrophosphate (PPi):
 +
Together with the subsequent hydrolysis of PPi to inorganic phosphate (Pi), this ATP consumption is equivalent to the hydrolysis of 2 ATP to 2 ADP and 2Pi. The resulting ATP expenditure for acetate activation can have a huge impact on the maximum theoretical yields of acetyl-CoA derived products. For example, the production of a C16 lipid from sugars requires 8 acetyl-CoA, whose synthesis via ACS requires 16 ATP. At an effective P/O ratio of respiration in S. cerevisiae of 1 (Verduyn, 1991), this ATP requirement for acetyl-CoA synthesis corresponds to 1 mol of glucose that needs to be respired for the synthesis of 1 mol of product.
 +
 +
In addition to the pyruvate-dehydrogenase complex, other reactions have been described in nature that enable the ATP-independent conversion of pyruvate into acetyl-CoA (Powlowski et al., 1993, Rudolph et al., 1968, Smith and Kaplan, 1980). Many prokaryotes contain an acetylating acetaldehyde dehydrogenase (A-ALD; EC 1.2.1.10) which catalyses the reversible reaction:
 +
 +
Although functional expression of bacterial genes encoding A-ALD in S. cerevisiae has been described in the literature, these studies focused on reductive conversion of acetyl-CoA to ethanol as part of a phosphoketolase pathway for pentose fermentation (Sonderegger et al., 2004) or as part of a metabolic engineering strategy to convert acetic acid to ethanol (Guadalupe Medina et al., 2010). Complete replacement of the native acetaldehyde dehydrogenases and/or ACS of S. cerevisiae by A-ALD, thereby bypassing ATP hydrolysis in the ACS reaction, has not been demonstrated.
 +
In many anaerobic bacteria and some eukaryotes (Stairs et al., 2011), pyruvate can be converted into acetyl-CoA and formate in the non-oxidative, ATP-independent reaction catalysed by pyruvate-formate lyase (PFL; EC 2.3.1.54):
 +
 +
PFL and PFL-activating enzyme (PFL-AE; EC 1.97.1.4) from Escherichia coli have previously been expressed in S. cerevisiae (Waks and Silver, 2009). Although formate production by this oxygen-sensitive enzyme system was demonstrated in anaerobic yeast cultures, its impact on cytosolic acetyl-CoA metabolism has not been investigated.
 +
 +
To gain the full potential benefit of ATP-independent cytosolic acetyl-CoA synthesis, the implemented heterologous pathways expressed in S. cerevisiae should, ideally, completely replace the ACS reaction. In wild-type strain backgrounds, deletion of both ACS1 and ACS2 is lethal (van den Berg and Steensma, 1995) and, during batch cultivation on glucose, presence of a functional ACS2 gene is essential (van den Berg and Steensma, 1995) because ACS1 is subject to glucose repression (van den Berg et al., 1996) and its product is inactivated in the presence of glucose (de Jong-Gubbels et al., 1997). Moreover, it has been proposed that Acs2, which was demonstrated to be partially localized in the yeast nucleus, is involved in histone acetylation (Takahashi et al., 2006). Involvement of Acs isoenzymes in the acetylation of histones and/or other proteins might present an additional challenge in replacing them with heterologous reactions, if this includes another mechanism than merely the provision of extramitochondrial acetyl-CoA.
 +
 +
The goal of this study is to investigate whether the heterologous ATP-independent A-ALD and PFL pathways can support the growth of acs1 acs2 mutants of S. cerevisiae by providing extramitochondrial acetyl-CoA and to study the impact of such an intervention on growth, energetics and cellular regulation. To this end, several heterologous genes encoding A-ALD and PFL were screened by expression in appropriate yeast genetic backgrounds, followed by detailed analysis of S. cerevisiae strains in which both ACS1 and ACS2 were replaced by either of the alternative reactions. The resulting strains were studied in batch and chemostat cultures. Furthermore, genome-wide transcriptional responses to these modifications were studied by chemostat-based transcriptome analysis of engineered and reference strains.
 +
 +
===Reference===
 +
Nakazawa M. C2 metabolism in Euglena. Adv Exp Med Biol. 2017;979:39-45. doi: 10.1007/978-3-319-54910-1_3. PMID: 28429316.
 +
 +
  
 
<!-- Add more about the biology of this part here
 
<!-- Add more about the biology of this part here
 
===Usage and Biology===
 
===Usage and Biology===
This part was designed by the 2012 iGEM UC Merced team and it is a gene that is involved in the E. Coli glucose metabolism pathway. Our team characterized this part by performing an in silico knockout of this gene. Using quantitative analysis, we discovered that its deletion does not affect the growth of E. Coli when under optimal conditions to produce a 4:1 hydrogen production to glucose uptake ratio. More importantly, we identified possible non-lethal gene deletions that may help maximize hydrogen production in the dark fermentation process.
 
  
First, we measured the growth of E. Coli bacteria under the conditions in which the insertion of mhpF allows the production of hydrogen to glucose uptake ratio to be 4:1.  This was done using the Constraint Model Based Reconstruction and Analysis (COBRA) toolbox on Matlab platform which allowed us to constrain the uptake of glucose and hydrogen release to a ratio of 4:1 on our E. Coli glucose metabolism model. Our results were performed using Flux Balance Analysis (FBA) on the Core E. Coli Model by the Systems Biology Research Group at the University of California generated from the current gene expression data on E. coli.
 
  
  

Latest revision as of 05:10, 21 October 2021


acetaldehyde dehydrogenase

Coding protein for acetaldehyde dehydrogenase convert acetaldehyde into acetyl-CoA.

CH3CHO + NAD+ + CoA → acetyl-CoA + NADH + H+

This part was designed by the 2012 iGEM UC Merced team and it is a gene that is involved in the E. Coli glucose metabolism pathway. Our team characterized this part by performing an in silico knockout of this gene. Using quantitative analysis, we discovered that its deletion does not affect the growth of E. Coli when under optimal conditions to produce a 4:1 hydrogen production to glucose uptake ratio. More importantly, we identified possible non-lethal gene deletions that may help maximize hydrogen production in the dark fermentation process.

First, we measured the growth of E. Coli bacteria under the conditions in which the insertion of mhpF allows the production of hydrogen to glucose uptake ratio to be 4:1. This was done using the Constraint Model Based Reconstruction and Analysis (COBRA) toolbox on Matlab platform which allowed us to constrain the uptake of glucose and hydrogen release to a ratio of 4:1 on our E. Coli glucose metabolism model. Our results were performed using Flux Balance Analysis (FBA) on the Core E. Coli Model by the Systems Biology Research Group at the University of California generated from the current gene expression data on E. coli. T--NYU_Abu_Dhabi--characterization-graph1.png

Figure 1. Demonstrates the growth of E.coli when subject to the hydrogen release to glucose uptake requirement.

Our results showed that when the MhpF gene is introduced, E. Coli growth is higher under anaerobic conditions than aerobic conditions when under stress requirement to produce a 4:1 hydrogen to glucose ratio. This was achieved by setting oxygen flux values to both unlimited and zero for aerobic and anaerobic conditions respectively, whilst measuring E. coli’s growth in rate per hour. Growth measurements were done as a quantitative measure of how E.coli performs against the gene modification added to its metabolism.

Furthermore, our analysis from Flux Balance Analysis (FBA) validated team UC Merced hypothesis that removing IdhA, pfIB and adhE from E. coli fermentation pathway and replacing it with mhpF, pyruvate decarboxylase and ferredoxin oxidoreductase. This was achieved by performing in silico knockouts of IdhA, pfIB and adhE on the E. coli model and multiple gene insertions of mhpF, pyruvate decarboxylate and ferredoxin and looking at how the shift in metabolism network improve hydrogen yield under anaerobic condition.

1190px-T--NYU_Abu_Dhabi--character-graph2.png T--NYU_Abu_Dhabi--character-graph3.png

Figure 2.Shift in metabolism flux network when E. coli model is subjected to hydrogen release to glucose uptake 4:1 ratio under aerobic conditions (left) and anaerobic conditions(right).

Next, we analyzed the effect of deleting the mhpF gene on the growth rate of E. Coli (in biomass/hour). The quantitative analysis shows that the growth remained the same, which indicates that the mhpF gene does not affect the growth rate of E. Coli. This served as motivation to perform more single gene deletions on the E.coli model. We analyzed the effect of creating knockouts of all the genes involved in glucose metabolism on the bacteria by examining the lethality of deleting each gene. Team UC Merced attempted to create knockouts of three genes, and below we present suggestions regarding the genes in the dark fermentation process that can be deleted without being lethal. Deletions of genes in the dark fermentation process, a form of anaerobic conversion would facilitate the conversion of organic substrate to biohydrogen. (see Table 1) For instance our analysis from the gene deletion suggested that the deletion zwf gene( glucose-6-phosphate 1-dehydrogenase) which is principal in the pentose pathway would be lethal to the E. coli. It turns out that zwf and mphF gene is overexpressed in the dark fermentation process. Even though both are very necessary for hydrogen production, mphF deletion would not result in much difference in the flux. Further our metabolic network flux predicts that the overexpression of zwf leads to the diversion of carbon flux through the PP pathway and hence result in an increase in the efficiency of the production of H2. Finally, a robustness analysis was performed to verify the validity of the results by setting fixed amounts of glucose and hydrogen and measuring the growth as a function of the oxygen concentration. This analysis was performed to demonstrate the strength of our model's prediction. The linear graph predicts a linear rise in growth with an intermittent increase in glucose intake. This agrees and supports our previous data which suggested that mphF is implied in the increase in growth of E.coli when subject to the condition stipulated above.

T--NYU_Abu_Dhabi--character-graph4.jpeg

In sum , using metabolic modeling allow for in silico gene knockouts and metabolic analysis that unveiled non lethal gene deletions and insertion that would prove useful for the generation of biohydrogen from E.coli. Using metabolic modeling, it is easier to generate genetic changes that would optimize hydrogen production from E.coli. graph robustness


Finally, a robustness analysis was performed to verify the validity of the results by setting fixed amounts of glucose and hydrogen and measuring the growth as a function of the oxygen concentration. Table 1: Possible gene deletions and their measure effects on E. coli.

 

<tbody> </tbody>

LOCUS

GENE

PRODUCT

FUNCTION

NOTE

LETHALITY

b0008

talB

transaldolase B

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

 

not lethal

b0118

acnB

aconitate hydratase 2; aconitase B;2-methyl-cis-aconitate hydratase

enzyme; Energy metabolism, carbon: TCA cycle

aconitate hydrase B

not lethal

b0351

mhpF

acetaldehyde-CoA dehydrogenase II, NAD-binding

enzyme; Degradation of small molecules: Carboncompounds

acetaldehyde dehydrogenase

not lethal

b0356

frmA

alcohol dehydrogenase class III;glutathione-dependent formaldehyde dehydrogenase

enzyme; Energy metabolism, carbon:Fermentation

alcohol dehydrogenase class III; formaldehydedehydrogenase, glutathione-dependent

not lethal

b0451

amtB

ammonium transporter

putative transport; Central intermediarymetabolism: Pool, multipurpose conversions

probable ammonium transporter

not lethal

b0474

adk

adenylate kinase

enzyme; Purine ribonucleotide biosynthesis

adenylate kinase activity; pleiotropic effects onglycerol-3-phosphate acyltransferase activity

not lethal

b0485

glsA

glutaminase 1

enzyme; l-glutamine catabolism

putative glutaminase

not lethal

b0733

cydA

cytochrome d terminal oxidase, subunit I

enzyme; Energy metabolism, carbon: Electrontransport

cytochrome d terminal oxidase, polypeptide subunitI

not lethal

b0734

cydB

cytochrome d terminal oxidase, subunit II

enzyme; Energy metabolism, carbon: Electrontransport

cytochrome d terminal oxidase polypeptide subunitII

not lethal

b0755

gpmA

phosphoglyceromutase 1

enzyme; Energy metabolism, carbon: Glycolysis

 

not lethal

b0809

glnQ

glutamine transporter subunit

transport; Transport of small molecules: Aminoacids, amines

ATP-binding component of glutamine high-affinitytransport system

not lethal

b0810

glnP

glutamine transporter subunit

transport; Transport of small molecules: Aminoacids, amines

glutamine high-affinity transport system; membranecomponent

not lethal

b0811

glnH

glutamine transporter subunit

transport; Transport of small molecules: Aminoacids, amines

periplasmic glutamine-binding protein; permease

not lethal

b0875

aqpZ

aquaporin Z

transport; Transport of small molecules: Other

transmembrane water channel; aquaporin Z

not lethal

b0902

pflA

pyruvate formate-lyase 1-activating enzyme;[formate-C-acetyltransferase 1]-activating enzyme; PFLactivase

enzyme; Energy metabolism, carbon: Anaerobicrespiration

 

not lethal

b0903

pflB

formate C-acetyltransferase 1, anaerobic;pyruvate formate-lyase 1

enzyme; Energy metabolism, carbon: Anaerobicrespiration

formate acetyltransferase 1

not lethal

b0904

focA

formate channel

putative transport; Degradation of smallmolecules: Carbon compounds

probable formate transporter (formate channel 1)

not lethal

b0978

cbdA

cytochrome bd-II oxidase, subunit I

putative enzyme; Energy metabolism, carbon:Electron transport

 

not lethal

b0979

cbdB

cytochrome bd-II oxidase, subunit II

putative enzyme; Energy metabolism, carbon:Electron transport

probable third cytochrome oxidase, subunit II

not lethal

b1101

ptsG

fused glucose-specific PTS enzymes: IIBcomponent/IIC component

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS system, glucose-specific IIBC component

not lethal

b1241

adhE

fused acetaldehyde-CoAdehydrogenase/iron-dependent alcoholdehydrogenase/pyruvate-formate lyase deactivase

enzyme; Energy metabolism, carbon:Fermentation

CoA-linked acetaldehyde dehydrogenase andiron-dependent alcohol dehydrogenase;pyruvate-formate-lyase deactivase

not lethal

b1276

acnA

aconitate hydratase 1; aconitase A

enzyme; Energy metabolism, carbon: TCA cycle

aconitate hydrase 1

not lethal

b1297

puuA

glutamate--putrescine ligase

enzyme; Degradation of small molecules: Carboncompounds

putative glutamine synthetase

not lethal

b1380

ldhA

fermentative D-lactate dehydrogenase,NAD-dependent

enzyme; Energy metabolism, carbon:Fermentation

 

not lethal

b1478

adhP

ethanol-active dehydrogenase/acetaldehyde-activereductase

enzyme; Energy metabolism, carbon: Anaerobicrespiration

alcohol dehydrogenase

not lethal

b1479

maeA

malate dehydrogenase, decarboxylating,NAD-requiring; malic enzyme

enzyme; Central intermediary metabolism:Gluconeogenesis

NAD-linked malate dehydrogenase (malic enzyme)

not lethal

b1524

glsB

glutaminase 2

enzyme; l-glutamine catabolism

putative glutaminase

not lethal

b1602

pntB

pyridine nucleotide transhydrogenase, betasubunit

enzyme; Central intermediary metabolism: Pool,multipurpose conversions

 

not lethal

b1603

pntA

pyridine nucleotide transhydrogenase, alphasubunit

enzyme; Central intermediary metabolism: Pool,multipurpose conversions

 

not lethal

b1611

fumC

fumarate hydratase (fumarase C),aerobic ClassII

enzyme; Energy metabolism, carbon: TCA cycle

fumarase C

not lethal

b1612

fumA

fumarate hydratase (fumarase A), aerobic ClassI

enzyme; Energy metabolism, carbon: TCA cycle

fumarase A isozyme

not lethal

b1621

malX

maltose and glucose-specific PTS enzyme IIBcomponent and IIC component

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS system, maltose and glucose-specific IIABCcomponent

not lethal

b1676

pykF

pyruvate kinase I

enzyme; Energy metabolism, carbon: Glycolysis

pyruvate kinase I (formerly F), fructosestimulated

not lethal

b1702

ppsA

phosphoenolpyruvate synthase

enzyme; Central intermediary metabolism:Gluconeogenesis

 

not lethal

b1723

pfkB

6-phosphofructokinase II

enzyme; Energy metabolism, carbon: Glycolysis

6-phosphofructokinase II; suppressor of pfkA

not lethal

b1773

ydjI

putative aldolase

putative enzyme; Not classified

 

not lethal

b1812

pabB

aminodeoxychorismate synthase, subunit I

enzyme; Biosynthesis of cofactors, carriers:Folic acid

p-aminobenzoate synthetase, component I

not lethal

b1817

manX

fused mannose-specific PTS enzymes: IIAcomponent/IIB component

enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS enzyme IIAB, mannose-specific

not lethal

b1818

manY

mannose-specific enzyme IIC component of PTS

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS enzyme IIC, mannose-specific

not lethal

b1819

manZ

mannose-specific enzyme IID component of PTS

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS enzyme IID, mannose-specific

not lethal

b1849

purT

phosphoribosylglycinamide formyltransferase 2

enzyme; Purine ribonucleotide biosynthesis

 

not lethal

b1854

pykA

pyruvate kinase II

enzyme; Energy metabolism, carbon: Glycolysis

pyruvate kinase II, glucose stimulated

not lethal

b2097

fbaB

fructose-bisphosphate aldolase class I

   

not lethal

b2133

dld

D-lactate dehydrogenase, FAD-binding, NADHindependent

enzyme; Energy metabolism, carbon: Aerobicrespiration

D-lactate dehydrogenase, FAD protein, NADHindependent

not lethal

b2296

ackA

acetate kinase A and propionate kinase 2

enzyme; Energy metabolism, carbon: Electrontransport

acetate kinase

not lethal

b2297

pta

phosphate acetyltransferase

enzyme; Degradation of small molecules: Carboncompounds

phosphotransacetylase

not lethal

b2417

crr

glucose-specific enzyme IIA component of PTS

enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS system, glucose-specific IIA component

not lethal

b2458

eutD

phosphate acetyltransferase

putative enzyme; Degradation of smallmolecules: Amines

ethanolamine utilization; homolog of Salmonellaacetyl/butyryl P transferase

not lethal

b2463

maeB

malic enzyme: putativeoxidoreductase/phosphotransacetylase

putative enzyme; Not classified

putative multimodular enzyme

not lethal

b2464

talA

transaldolase A

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

 

not lethal

b2465

tktB

transketolase 2, thiamine triphosphate-binding

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

transketolase 2 isozyme

not lethal

b2492

focB

putative formate transporter

putative transport; Transport of smallmolecules: Carbohydrates, organic acids, alcohols

probable formate transporter (formate channel 2)

not lethal

b2579

grcA

autonomous glycyl radical cofactor

putative enzyme; Energy metabolism, carbon:Anaerobic respiration

putative formate acetyltransferase

not lethal

b2587

kgtP

alpha-ketoglutarate transporter

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

alpha-ketoglutarate permease

not lethal

b2914

rpiA

ribose 5-phosphate isomerase, constitutive

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

ribosephosphate isomerase, constitutive

not lethal

b2925

fbaA

fructose-bisphosphate aldolase, class II

enzyme; Energy metabolism, carbon: Glycolysis

 

not lethal

b2935

tktA

transketolase 1, thiamine triphosphate-binding

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

transketolase 1 isozyme

not lethal

b2975

glcA

glycolate transporter

putative transport; Not classified

putative permease

not lethal

b2976

glcB

malate synthase G

enzyme; Central intermediary metabolism:Glyoxylate bypass

 

not lethal

b2987

pitB

phosphate transporter

transport; Transport of small molecules:Anions

low-affinity phosphate transport

not lethal

b3114

tdcE

pyruvate formate-lyase 4/2-ketobutyrateformate-lyase

putative enzyme; Energy metabolism, carbon:Anaerobic respiration

probable formate acetyltransferase 3

not lethal

b3115

tdcD

propionate kinase/acetate kinase C, anaerobic

putative enzyme; Not classified

propionate kinase/acetate kinase II, anaerobic

not lethal

b3212

gltB

glutamate synthase, large subunit

enzyme; Central intermediary metabolism: Pool,multipurpose conversions

 

not lethal

b3213

gltD

glutamate synthase, 4Fe-4S protein, smallsubunit

enzyme; Central intermediary metabolism: Pool,multipurpose conversions

glutamate synthase, small subunit

not lethal

b3386

rpe

D-ribulose-5-phosphate 3-epimerase

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

 

not lethal

b3403

pck

phosphoenolpyruvate carboxykinase [ATP]

enzyme; Central intermediary metabolism:Gluconeogenesis

 

not lethal

b3493

pitA

phosphate transporter, low-affinity; telluriteimporter

transport; Transport of small molecules:Anions

low-affinity phosphate transport

not lethal

b3528

dctA

C4-dicarboxylic acid, orotate and citratetransporter

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

uptake of C4-dicarboxylic acids

not lethal

b3603

lldP

L-lactate permease

transport; Transport of small molecules:Carbohydrates, organic acids, alcohols

 

not lethal

b3612

gpmM

phosphoglycero mutase III, cofactor-independent

putative enzyme; Not classified

putative 2,3-bisphosphoglycerate-independentphosphoglycerate mutase

not lethal

b3739

atpI

ATP synthase, membrane-bound accessory factor

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, dispensable protein,affects expression of atpB

not lethal

b3870

glnA

glutamine synthetase

enzyme; Amino acid biosynthesis: Glutamine

 

not lethal

b3916

pfkA

6-phosphofructokinase I

enzyme; Energy metabolism, carbon: Glycolysis

 

not lethal

b3925

glpX

fructose 1,6-bisphosphatase II

phenotype; Not classified

not required for growth on glycerol

not lethal

b3951

pflD

putative glycine radical domain-containingpyruvate formate-lyase

enzyme; Energy metabolism, carbon: Anaerobicrespiration

formate acetyltransferase 2

not lethal

b3952

pflC

putative [formate-C-acetyltransferase2]-activating enzyme; pyruvate formate-lyase 1-activatingenzyme

putative enzyme; Energy metabolism, carbon:Anaerobic respiration

probable pyruvate formate lyase activating enzyme2

not lethal

b3962

sthA

pyridine nucleotide transhydrogenase, soluble

putative enzyme; Not classified

 

not lethal

b4014

aceB

malate synthase A

enzyme; Central intermediary metabolism:Glyoxylate bypass

 

not lethal

b4015

aceA

isocitrate lyase

enzyme; Central intermediary metabolism:Glyoxylate bypass

 

not lethal

b4077

gltP

glutamate/aspartate:proton symporter

transport; Transport of small molecules: Aminoacids, amines

glutamate-aspartate symport protein

not lethal

b4090

rpiB

ribose 5-phosphate isomerase B/allose6-phosphate isomerase

enzyme; Central intermediary metabolism:Non-oxidative branch, pentose pathway

ribose 5-phosphate isomerase B

not lethal

b4122

fumB

anaerobic class I fumarate hydratase (fumaraseB)

enzyme; Energy metabolism, carbon: TCA cycle

fumarase Bisozyme

not lethal

b4151

frdD

fumarate reductase (anaerobic), membrane anchorsubunit

enzyme; Energy metabolism, carbon: Anaerobicrespiration

fumarate reductase, anaerobic, membrane anchorpolypeptide

not lethal

b4152

frdC

fumarate reductase (anaerobic), membrane anchorsubunit

enzyme; Energy metabolism, carbon: Anaerobicrespiration

fumarate reductase, anaerobic, membrane anchorpolypeptide

not lethal

b4153

frdB

fumarate reductase (anaerobic), Fe-S subunit

enzyme; Energy metabolism, carbon: Anaerobicrespiration

fumarate reductase, anaerobic, iron-sulfur proteinsubunit

not lethal

b4154

frdA

anaerobic fumarate reductase catalytic andNAD/flavoprotein subunit

enzyme; Energy metabolism, carbon: Anaerobicrespiration

fumarate reductase, anaerobic, flavoproteinsubunit

not lethal

b4232

fbp

fructose-1,6-bisphosphatase I

enzyme; Central intermediary metabolism:Gluconeogenesis

 

not lethal

b4301

sgcE

putative epimerase

putative enzyme; Not classified

 

not lethal

b4395

ytjC

phosphatase

enzyme; Not classified

phosphoglyceromutase 2

not lethal

b0114

aceE

pyruvate dehydrogenase, decarboxylase componentE1, thiamine triphosphate-binding

enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase

pyruvate dehydrogenase (decarboxylase component)

lethal

b0115

aceF

pyruvate dehydrogenase,dihydrolipoyltransacetylase component E2

enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase

pyruvate dehydrogenase (dihydrolipoyltransacetylasecomponent)

lethal

b0116

lpd

dihydrolipoyl dehydrogenase; E3 component ofpyruvate and 2-oxoglutarate dehydrogenases complexes;glycine cleavage system L protein; dihydrolipoamidedehydrogenase

enzyme; Energy metabolism, carbon: Pyruvatedehydrogenase

lipoamide dehydrogenase (NADH); component of2-oxodehydrogenase and pyruvate complexes; L-protein ofglycine cleavage complex

lethal

b0720

gltA

citrate synthase

enzyme; Energy metabolism, carbon: TCA cycle

 

lethal

b0721

sdhC

succinate dehydrogenase, membrane subunit, bindscytochrome b556

enzyme; Energy metabolism, carbon: TCA cycle

succinate dehydrogenase, cytochrome b556

lethal

b0722

sdhD

succinate dehydrogenase, membrane subunit, bindscytochrome b556

enzyme; Energy metabolism, carbon: TCA cycle

succinate dehydrogenase, hydrophobic subunit

lethal

b0723

sdhA

succinate dehydrogenase, flavoprotein subunit

enzyme; Energy metabolism, carbon: TCA cycle

 

lethal

b0724

sdhB

succinate dehydrogenase, FeS subunit

enzyme; Energy metabolism, carbon: TCA cycle

succinate dehydrogenase, iron sulfur protein

lethal

b0726

sucA

2-oxoglutarate decarboxylase, thiaminetriphosphate-binding

enzyme; Energy metabolism, carbon: TCA cycle

2-oxoglutarate dehydrogenase (decarboxylasecomponent)

lethal

b0727

sucB

dihydrolipoyltranssuccinase

enzyme; Energy metabolism, carbon: TCA cycle

2-oxoglutarate dehydrogenase(dihydrolipoyltranssuccinase E2 component)

lethal

b0728

sucC

succinyl-CoA synthetase, beta subunit

enzyme; Energy metabolism, carbon: TCA cycle

 

lethal

b0729

sucD

succinyl-CoA synthetase, NAD(P)-binding, alphasubunit

enzyme; Energy metabolism, carbon: TCA cycle

succinyl-CoA synthetase, alpha subunit

lethal

b0767

pgl

6-phosphogluconolactonase

orf; Not classified

putative isomerase

lethal

b1136

icd

isocitrate dehydrogenase; e14 prophageattachment site; tellurite reductase

enzyme; Energy metabolism, carbon: TCA cycle;Phage or Prophage Related

isocitrate dehydrogenase, specific for NADP+

lethal

b1761

gdhA

glutamate dehydrogenase, NADP-specific

enzyme; Amino acid biosynthesis: Glutamate

NADP-specific glutamate dehydrogenase

lethal

b1779

gapA

glyceraldehyde-3-phosphate dehydrogenase A

enzyme; Energy metabolism, carbon: Glycolysis

 

lethal

b1852

zwf

glucose-6-phosphate 1-dehydrogenase

enzyme; Energy metabolism, carbon: Oxidativebranch, pentose pathway

 

lethal

b2029

gnd

6-phosphogluconate dehydrogenase,decarboxylating

enzyme; Energy metabolism, carbon: Oxidativebranch, pentose pathway

 

lethal

b2276

nuoN

NADH:ubiquinone oxidoreductase, membrane subunitN

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain N

lethal

b2277

nuoM

NADH:ubiquinone oxidoreductase, membrane subunitM

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain M

lethal

b2278

nuoL

NADH:ubiquinone oxidoreductase, membrane subunitL

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain L

lethal

b2279

nuoK

NADH:ubiquinone oxidoreductase, membrane subunitK

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain K

lethal

b2280

nuoJ

NADH:ubiquinone oxidoreductase, membrane subunitJ

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain J

lethal

b2281

nuoI

NADH:ubiquinone oxidoreductase, chain I

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain I

lethal

b2282

nuoH

NADH:ubiquinone oxidoreductase, membrane subunitH

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain H

lethal

b2283

nuoG

NADH:ubiquinone oxidoreductase, chain G

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain G

lethal

b2284

nuoF

NADH:ubiquinone oxidoreductase, chain F

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain F

lethal

b2285

nuoE

NADH:ubiquinone oxidoreductase, chain E

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain E

lethal

b2286

nuoC

NADH:ubiquinone oxidoreductase, fused CDsubunit

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain C, D

lethal

b2287

nuoB

NADH:ubiquinone oxidoreductase, chain B

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain B

lethal

b2288

nuoA

NADH:ubiquinone oxidoreductase, membrane subunitA

enzyme; Energy metabolism, carbon: Aerobicrespiration

NADH dehydrogenase I chain A

lethal

b2415

ptsH

phosphohistidinoprotein-hexosephosphotransferase component of PTS system (Hpr)

enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols

PTS system protein HPr

lethal

b2416

ptsI

PEP-protein phosphotransferase of PTS system(enzyme I)

enzyme; Transport of small molecules:Carbohydrates, organic acids, alcohols

PEP-protein phosphotransferase system enzyme I

lethal

b2779

eno

enolase

enzyme; Energy metabolism, carbon: Glycolysis

 

lethal

b2926

pgk

phosphoglycerate kinase

enzyme; Energy metabolism, carbon: Glycolysis

 

lethal

b3236

mdh

malate dehydrogenase, NAD(P)-binding

enzyme; Energy metabolism, carbon: TCA cycle

malate dehydrogenase

lethal

b3731

atpC

F1 sector of membrane-bound ATP synthase,epsilon subunit

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F1 sector,epsilon-subunit

lethal

b3732

atpD

F1 sector of membrane-bound ATP synthase, betasubunit

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F1 sector,beta-subunit

lethal

b3733

atpG

F1 sector of membrane-bound ATP synthase, gammasubunit

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F1 sector,gamma-subunit

lethal

b3734

atpA

F1 sector of membrane-bound ATP synthase, alphasubunit

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F1 sector,alpha-subunit

lethal

b3735

atpH

F1 sector of membrane-bound ATP synthase, deltasubunit

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F1 sector,delta-subunit

lethal

b3736

atpF

F0 sector of membrane-bound ATP synthase,subunit b

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F0 sector, subunit b

lethal

b3737

atpE

F0 sector of membrane-bound ATP synthase,subunit c

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F0 sector, subunit c

lethal

b3738

atpB

F0 sector of membrane-bound ATP synthase,subunit a

enzyme; ATP-proton motive forceinterconversion

membrane-bound ATP synthase, F0 sector, subunit a

lethal

b3919

tpiA

triosephosphate isomerase

enzyme; Energy metabolism, carbon: Glycolysis

 

lethal

b3956

ppc

phosphoenolpyruvate carboxylase

enzyme; Energy metabolism, carbon:Fermentation

 

lethal

b4025

pgi

glucosephosphate isomerase

enzyme; Energy metabolism, carbon: Glycolysis

 

lethal


Contribution: XHD-Wuhan-Pro-China 2021

Characterization of Sortase BBa_K3925009 (and comparison to BBa_K857000)

pSB-BBa_K857000 only contains the alcohol dehydrogenase of BBa_K857000. In order to improve its enzyme activity, we modified BBa_K3925009. In addition to the alcohol dehydrogenase of BBa_K857000, pSB-BBa_K3925009 also has BBa_K3925005-NAD synthetase gene (nadE) and BBa_K3925007-NADH oxidase gene (nox).

In order to more intuitively reflect the expression of functional genes of the engineered strains E.coli pSB-BBa_K857000 and E.coli pSB-BBa_K3925009, we tested the enzymatic activity of various exogenous enzymes and the coenzyme NAD+ under the conditions of in vitro culture of different strains. content.

The results are shown in the figure. In the crude enzyme extracts of bacteria, E. coli 1917 basically did not show alcohol dehydrogenase, acetaldehyde dehydrogenase and NADH oxidase activities, and the content of the coenzyme NAD+ was extremely low; E. The ADH activity of coli pSB-BBa_K857000 was 47.91 ± 3.12 U/mL, the ALDH activity was 33.57 ± 2.59 U/mL, and NADH oxidase activity was not detected; while the ADH activity of E. coli pSB-BBa_K3925009 was 81.41 ± 3.64 U/mL mL, ALDH activity is 57.56 ± 1.48 U/mL, nox activity is 14.4 ± 2.29 U/mL, bacterial expression of ADH and ALDH enzyme activity is greatly increased, and the content of coenzyme NAD+ is also greatly increased compared with strain E.coli pSB-BBa_K857000. It shows that the expression of NAD synthase gene nadE and NADH oxidase gene nox can help increase the content of dehydrogenase coenzyme NAD in bacterial cells, thereby enhancing the degradation ability of alcohol dehydrogenase and acetaldehyde dehydrogenase. T--XHD-Wuhan-Pro-China--30.jpg

literuture1

Alcohol use disorder (AUD) is a major global health concern (Peacock et al., 2018). There are considerable efforts being made to identify new molecular targets within the brain for the development of more effective therapies to treat this addictive disorder. As an approach in this direction, new research by Mews et al., 2019 published recently in Nature has demonstrated that the tertiary metabolite of alcohol (acetyl-CoA) is important in regulating ethanol’s effects in the brain and serves as a substrate in directly promoting histone acetylation, thereby regulating gene expression in the neurons and alcohol-related behaviors

T-- XHD-Wuhan-Pro-China--1.jpg

Ethanol metabolism has previously been identified as an important factor in the toxic effects produced by ethanol consumption (Cederbaum, 2012). Ethanol is metabolized to acetyl-CoA through a three-step process, starting first with the oxidation of ethanol to acetaldehyde by alcohol dehydrogenase IB in the liver (Cederbaum, 2012). Other tissue-specific enzymes, such as alcohol dehydrogenase IA, are also important in this step. Acetaldehyde is then converted to acetic acid by aldehyde dehydrogenase 2, which is the rate-limiting step of alcohol metabolism. Finally, acetic acid is converted to Acetyl-CoA, where it enters the citric cycle and can be released as H2O and CO2. Acetaldehyde is a highly reactive species that induces oxidative stress, mitochondrial damage, and cytokine formation (Guo and Ren, 2010). Furthermore, build-up of acetaldehyde is often found in heavy drinkers, and individuals without functioning aldehyde dehydrogenase 2 have vasodilation, nausea, and dysphasia when alcohol is consumed (Cederbaum, 2012, Guo and Ren, 2010). Efforts to capitalize on this effect as a deterrent to alcohol consumption resulted in the use of disulfiram (Antabuse) in the clinic to limited efficacy. Furthermore, ethanol has been shown to affect a staggeringly large number of different organ systems (notably the liver and brain) and a substantial number of different cell-transduction pathways, including epigenetic processes (Cederbaum, 2012, Choudhury and Shukla, 2008, Pandey et al., 2017). Chronic ethanol exposure is known to contribute to many of the negative physiological symptoms of withdrawal (Koob and Volkow, 2016, Pandey et al., 2017).

Histone acetylation is one of the most studied epigenetic processes that controls gene transcription (Pandey et al., 2017). The effects of acute ethanol on the epigenome via histone acetylation appear to be involved in anxiolytic effects (Pandey et al., 2017). Several previous studies have demonstrated that acute ethanol has the ability to activate histone acetyltransferases (HATs) and inhibit histone deacetylases (HDACs) in the brain (Pandey et al., 2017; Figure 1). These properties may lead to increased histone acetylation (active epigenetic marks) that produces chromatin remodeling and changes in gene expression in the amygdala, a brain region responsible for comorbidity of anxiety and AUD (Pandey et al., 2008, Pandey et al., 2017). Previous research has demonstrated that different alcohols and their metabolites can also induce changes to histone acetylation in hepatocytes (Choudhury and Shukla, 2008).

Mews et al. have suggested that acetate coming from the liver directly binds to neuronal chromatin (Figure 1) and is then converted to acetyl-CoA via chromatin-bound acetyl-CoA synthetase 2 (ACSS2) (Mews et al., 2019). This appears to be another fascinating epigenetic mechanism involved in the action of ethanol. The current research elegantly combines metabolomics and RNA and ChIP sequencing to show that alcohol contributes to histone acetylation in the mouse brain. Using liquid-chromatography mass spectrometry, the authors demonstrate that a single intraperitoneal injection of deuterated ethanol into mice rapidly increases histone acetylation in the dorsal hippocampus (dHPC) and prefrontal cortex (as well as the liver), and this increase lasts about 8 h. The authors further demonstrate that this is regulated by chromatin-bound acetyl-CoA synthetase 2 (ACSS2). Interestingly, alcohol exposure produces more H3K9ac and H3K27ac peaks in dHPC at the genome-wide level, which is prevented by the knockdown of ACSS2. This manipulation also prevents ethanol-conditioned place preference, suggesting that ACSS2 is required for ethanol reward learning, and provides more experimental evidence that epigenetic mechanisms are required for learning and memory. Previous studies have shown that learning and memory crucially rely on histone deacetylase-2-mediated epigenetic processes (Guan et al., 2009), and this new evidence creates a clearer picture about how ethanol facilitates its rewarding properties via ACSS2-dependent histone acetylation (Mews et al., 2019).

Since both ethanol and its secondary metabolite are known to be involved in changes in gene expression, the authors also evaluated if there was significant overlap between genes upregulated by the addition of acetate (ex vivo) and ethanol (in vivo) using RNA sequencing. There was substantial overlap between genes induced by acetate and ethanol (830 genes). An additional 1,010 genes were upregulated by ethanol and 2,783 upregulated by acetate, suggesting that there are also effects of ethanol that are independent of an acetate-induced mechanism. While the authors did perform gene ontology (GO) analysis on genes induced by acetate, it would also be interesting to see what GO analysis was involved for genes that overlapped with exposure to ethanol and exposure to acetate. Also, it would be interesting to examine if acetate has any direct effects on other epigenetic players responsible for histone acetylation changes in the brain, such as HATs and HDACs.

Transgenerational epigenetic regulation by drugs of abuse has been an area of intense study, particularly in the field of alcohol abuse (Chastain and Sarkar, 2017). Fetal alcohol spectrum disorder (FASD) occurs when the fetus is harmed during prenatal alcohol exposure. The authors demonstrate that maternal exposure to alcohol also causes changes in histone acetylation in the fetal brain, and this may contribute to the distinctive facial features, learning disabilities, and psychiatric symptoms that characterize this disorder by causing epigenetic dysregulation of tightly controlled developmental pathways (Mews et al., 2019). In summary, this study helps to answer questions regarding how acute ethanol increases histone acetylation and contributes significantly to our understanding of epigenetic regulation produced by alcohol drinking. Previous studies have indicated that histone deacetylase pathways are crucial in alcohol withdrawal and dependence and could be acting as a responsive mechanism for epigenetic reprogramming (Pandey et al., 2008, Pandey et al., 2017). Several key questions remain, specifically how an ACSS2-dependent histone acetylation mechanism contributes to the withdrawal aspects and ethanol tolerance that are observed in both animal models of alcohol dependence and in clinical populations. It would be interesting to see an expansion of this research to explore these topics.

Acknowledgments

SCP is supported by National Institute on Alcohol Abuse and Alcoholism grants UO1AA-019971 , U24AA-024605 ( Neurobiology of Adolescent Drinking in Adulthood [NADIA] project), RO1AA-010005 , P50AA-022538 ( Center for Alcohol Research in Epigenetics ), and by the Department of Veterans Affairs (VA merit grant I01BX004517 & Senior Research Career Scientist award). J.P.B. is supported by a fellowship F32 AA027410 grant.

Reference

Pandey SC, Bohnsack JP. Alcohol Makes Its Epigenetic Marks. Cell Metab. 2020 Feb 4;31(2):213-214. doi: 10.1016/j.cmet.2020.01.008. PMID: 32023443; PMCID: PMC7162615.

Literature 2

The robustness of Saccharomyces cerevisiae in industrial fermentation processes, combined with fast developments in yeast synthetic biology and systems biology, have made this microorganism a popular platform for metabolic engineering (Hong and Nielsen, 2012). Many natural and heterologous compounds whose production from sugars is under investigation or already implemented in industry require acetyl-coenzyme A (acetyl-CoA) as a key precursor. Examples of such products include n-butanol, isoprenoids, lipids and flavonoids (Dyer et al., 2002, Koopman et al., 2012, Shiba et al., 2007, Steen et al., 2008, Veen and Lang, 2004).

Acetyl-CoA metabolism in S. cerevisiae is compartmented (Pronk et al., 1996, van Roermund et al., 1995). During respiratory growth on sugars, a substantial flux through acetyl-CoA occurs via the mitochondrial pyruvate dehydrogenase complex (Pronk et al., 1994). However, mutant analysis has shown that mitochondrial acetyl-CoA cannot meet the extramitochondrial requirement for acetyl-CoA in the yeast cytosol, which includes, for example, its use as a precursor for synthesis of lipids and lysine (Flikweert et al., 1999, van den Berg and Steensma, 1995). In this respect, it is relevant to note that S. cerevisiae does not contain ATP-citrate lyase, an enzyme that plays a major role in translocation of acetyl-CoA across the mitochondrial membrane in mammalian cells and in several non-Saccharomyces yeasts (Boulton and Ratledge, 1981). When sugars are used as the carbon source, cytosolic acetyl-CoA synthesis in S. cerevisiae occurs via the concerted action of pyruvate decarboxylase (Pdc1, 5 and 6), acetaldehyde dehydrogenase (Ald2, 3, 4, 5 and 6) and acetyl-CoA synthetase (Acs1 and 2) (Pronk et al., 1996). Heterologous, acetyl-CoA-dependent product pathways expressed in the S. cerevisiae cytosol exclusively depend on this ‘pyruvate dehydrogenase bypass’ for provision of acetyl-CoA. Indeed, overexpression of acetyl-CoA synthetase (ACS) from Salmonella enterica has been shown to lead to increased productivities of the isoprenoid amorphadiene by engineered S. cerevisiae strains (Shiba et al., 2007).

The ACS reaction involves the hydrolysis of ATP to AMP and pyrophosphate (PPi): Together with the subsequent hydrolysis of PPi to inorganic phosphate (Pi), this ATP consumption is equivalent to the hydrolysis of 2 ATP to 2 ADP and 2Pi. The resulting ATP expenditure for acetate activation can have a huge impact on the maximum theoretical yields of acetyl-CoA derived products. For example, the production of a C16 lipid from sugars requires 8 acetyl-CoA, whose synthesis via ACS requires 16 ATP. At an effective P/O ratio of respiration in S. cerevisiae of 1 (Verduyn, 1991), this ATP requirement for acetyl-CoA synthesis corresponds to 1 mol of glucose that needs to be respired for the synthesis of 1 mol of product.

In addition to the pyruvate-dehydrogenase complex, other reactions have been described in nature that enable the ATP-independent conversion of pyruvate into acetyl-CoA (Powlowski et al., 1993, Rudolph et al., 1968, Smith and Kaplan, 1980). Many prokaryotes contain an acetylating acetaldehyde dehydrogenase (A-ALD; EC 1.2.1.10) which catalyses the reversible reaction:

Although functional expression of bacterial genes encoding A-ALD in S. cerevisiae has been described in the literature, these studies focused on reductive conversion of acetyl-CoA to ethanol as part of a phosphoketolase pathway for pentose fermentation (Sonderegger et al., 2004) or as part of a metabolic engineering strategy to convert acetic acid to ethanol (Guadalupe Medina et al., 2010). Complete replacement of the native acetaldehyde dehydrogenases and/or ACS of S. cerevisiae by A-ALD, thereby bypassing ATP hydrolysis in the ACS reaction, has not been demonstrated. In many anaerobic bacteria and some eukaryotes (Stairs et al., 2011), pyruvate can be converted into acetyl-CoA and formate in the non-oxidative, ATP-independent reaction catalysed by pyruvate-formate lyase (PFL; EC 2.3.1.54):

PFL and PFL-activating enzyme (PFL-AE; EC 1.97.1.4) from Escherichia coli have previously been expressed in S. cerevisiae (Waks and Silver, 2009). Although formate production by this oxygen-sensitive enzyme system was demonstrated in anaerobic yeast cultures, its impact on cytosolic acetyl-CoA metabolism has not been investigated.

To gain the full potential benefit of ATP-independent cytosolic acetyl-CoA synthesis, the implemented heterologous pathways expressed in S. cerevisiae should, ideally, completely replace the ACS reaction. In wild-type strain backgrounds, deletion of both ACS1 and ACS2 is lethal (van den Berg and Steensma, 1995) and, during batch cultivation on glucose, presence of a functional ACS2 gene is essential (van den Berg and Steensma, 1995) because ACS1 is subject to glucose repression (van den Berg et al., 1996) and its product is inactivated in the presence of glucose (de Jong-Gubbels et al., 1997). Moreover, it has been proposed that Acs2, which was demonstrated to be partially localized in the yeast nucleus, is involved in histone acetylation (Takahashi et al., 2006). Involvement of Acs isoenzymes in the acetylation of histones and/or other proteins might present an additional challenge in replacing them with heterologous reactions, if this includes another mechanism than merely the provision of extramitochondrial acetyl-CoA.

The goal of this study is to investigate whether the heterologous ATP-independent A-ALD and PFL pathways can support the growth of acs1 acs2 mutants of S. cerevisiae by providing extramitochondrial acetyl-CoA and to study the impact of such an intervention on growth, energetics and cellular regulation. To this end, several heterologous genes encoding A-ALD and PFL were screened by expression in appropriate yeast genetic backgrounds, followed by detailed analysis of S. cerevisiae strains in which both ACS1 and ACS2 were replaced by either of the alternative reactions. The resulting strains were studied in batch and chemostat cultures. Furthermore, genome-wide transcriptional responses to these modifications were studied by chemostat-based transcriptome analysis of engineered and reference strains.

Reference

Nakazawa M. C2 metabolism in Euglena. Adv Exp Med Biol. 2017;979:39-45. doi: 10.1007/978-3-319-54910-1_3. PMID: 28429316.


Sequence and Features


Assembly Compatibility:
  • 10
    COMPATIBLE WITH RFC[10]
  • 12
    COMPATIBLE WITH RFC[12]
  • 21
    INCOMPATIBLE WITH RFC[21]
    Illegal XhoI site found at 349
  • 23
    COMPATIBLE WITH RFC[23]
  • 25
    INCOMPATIBLE WITH RFC[25]
    Illegal AgeI site found at 765
  • 1000
    COMPATIBLE WITH RFC[1000]