Team:SJTU-BioX-Shanghai/Modeling/Metabolize optimization

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__NOTOC__
__NOTOC__
<!----------------------------------------------------从这里开始写wiki--------------------------------->
<!----------------------------------------------------从这里开始写wiki--------------------------------->
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=Metabolismt Optimization=
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=Metabolism Optimization=
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We plan to choose the Fatty acid metabolic pathway for our system's application. We combine three key enzymes in Fatty acid metabolic pathway with our light controlled system. They are TesA, FabI and FabZ which affect three very pivotal reaction process. We expect that we can regulate the proportion of three enzymes by three different light-dCas9 systems to control the productive rate of fatty acid. We use the modeling tools to simulate the regulate process to verification our plan.
We plan to choose the Fatty acid metabolic pathway for our system's application. We combine three key enzymes in Fatty acid metabolic pathway with our light controlled system. They are TesA, FabI and FabZ which affect three very pivotal reaction process. We expect that we can regulate the proportion of three enzymes by three different light-dCas9 systems to control the productive rate of fatty acid. We use the modeling tools to simulate the regulate process to verification our plan.
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----
=Circuit=
=Circuit=
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'''Three main circuit are as follows:'''
'''Three main circuit are as follows:'''
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[[File:13sjtumzfFatty acid Biosynthetic Pathway s.jpg|center|400px]]
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[[File:12SJTU_Fatty_acid_Biosynthetic_Pathway_s.jpg|center|500px]]
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<br>[[File:13sjtumzf2.png|center|300px]]
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<br>[[File:aabbccdd2.png|center|300px]]
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<br>[[File:13sjtumzf3.png|center|300px]]
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<br>[[File:aabbccdd3.png|center|300px]]
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<br>[[File:13sjtumzf4.png|center|300px]]
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<br>[[File:aabbccdd4.png|center|300px]]
=Main Reaction=
=Main Reaction=
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We call three main reactions which we controlled reaction A, B and C.
We call three main reactions which we controlled reaction A, B and C.
<br>[[File:F1 medium.jpg]]
<br>[[File:F1 medium.jpg]]
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=Models and Explains=
=Models and Explains=
In order to make the explaination of our model short and sweet, we simplify three main reactions as follows:
In order to make the explaination of our model short and sweet, we simplify three main reactions as follows:
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<br>A:  A-CoA + M-CoA --> B-ACP    (FabI & FabZ)
 
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<br>B:  B-ACP + nM-CoA --> F-ACP  (FabI & FabZ)
 
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<br>C:  F-ACP --> Fatty acid      (TesA)
 
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For reaction A, it is a double substrates enzymatic reaction, consideration of substrate self-inhibition, we set this reaction model:
 
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<br>[[File:REACTION A.jpg]]
 
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[[File:Mdfadfsdfodel2.png|500px]]
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'''Reaction A'''
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<br>For reaction A, it is a double substrates enzymatic reaction, consideration of substrate self-inhibition, we set this reaction model:
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<br>[[File:REACTION A.jpg|400px]]
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<br>In the picture, EA means the complex of enzyme and A-CoA, EM means the complex of enzyme and M-CoA, EAM means the complex of enzyme and two substrates, EB means the complex of enzyme and B-ACP.
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<br>c1-c15 means different reaction rate of combination.
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<br><br>Due to the King-Altman algorithm, we can handle the reaction as follows:
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<br>[[File:5.JPG|500px]]
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<br>[[File:8.JPG|150px]]
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<br>a means the concentration of A-CoA, b means the concentration if M-CoA, e means the concentration of enzyme (FabI & FabZ), z means the concentration of B-ACP.
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<br><br>'''Reaction B'''
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<br>For reaction B we set two equations to describe it:
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<br>[[File:6.JPG|250px]]
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<br><br>'''Reaction C'''
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<br>This is a typical single substrate single enzymatic reaction, we handle it with a Michaelis-Mentenequation.
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<br>[[File:7.JPG|250px]]
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<br><br>'''Simultaneous'''
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<br>By simultaneous differential equations we can get a short and sweet conclusion:
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<br>for convenience, we sign
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<br>[[File:9.JPG|100px]]
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<br>We can find the algebra relationship between the concentration of TesA and e (including FabI & FabZ) in the regulation process of fatty acid metabolism in such a single equation.
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<br>[[File:10.JPG|500px-10.jpg]]
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<br>Thus we can know the best proportion of three enzymes for the fatty acid metabolism optimization if we can get the mentioned reaction constant.
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=Disscussion=
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By setting, settling and simultaneous above equdtions, we can describe how three target enzyme influnce the fatty acid metabolic ratio in one equation by clear mathematical linguistics. In a very short time we get the reaction constant of several elementary reaction km value, we can optimize the enzymes proportion easily. From our reference we get an optimization result of three enzyme proportion should be TesA : FabZ : FabI = 10 : 10 : 30. This result can match our equation correctly.
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=Reference=
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'''In vitro reconstitution and steady-state analysis of the fatty acid synthase from Escherichia coli'''    Xingye Yua,
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<br>''PNAS November 15, 2011''
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Latest revision as of 03:59, 29 October 2013

Metabolism Optimization

We plan to choose the Fatty acid metabolic pathway for our system's application. We combine three key enzymes in Fatty acid metabolic pathway with our light controlled system. They are TesA, FabI and FabZ which affect three very pivotal reaction process. We expect that we can regulate the proportion of three enzymes by three different light-dCas9 systems to control the productive rate of fatty acid. We use the modeling tools to simulate the regulate process to verification our plan.

Circuit

Three main circuit are as follows:

12SJTU Fatty acid Biosynthetic Pathway s.jpg

Aabbccdd2.png

Aabbccdd3.png

Aabbccdd4.png

Main Reaction

We call three main reactions which we controlled reaction A, B and C.
F1 medium.jpg

Models and Explains

In order to make the explaination of our model short and sweet, we simplify three main reactions as follows:

Mdfadfsdfodel2.png

Reaction A
For reaction A, it is a double substrates enzymatic reaction, consideration of substrate self-inhibition, we set this reaction model:
REACTION A.jpg
In the picture, EA means the complex of enzyme and A-CoA, EM means the complex of enzyme and M-CoA, EAM means the complex of enzyme and two substrates, EB means the complex of enzyme and B-ACP.
c1-c15 means different reaction rate of combination.

Due to the King-Altman algorithm, we can handle the reaction as follows:
5.JPG
8.JPG
a means the concentration of A-CoA, b means the concentration if M-CoA, e means the concentration of enzyme (FabI & FabZ), z means the concentration of B-ACP.

Reaction B
For reaction B we set two equations to describe it:
6.JPG

Reaction C
This is a typical single substrate single enzymatic reaction, we handle it with a Michaelis-Mentenequation.
7.JPG

Simultaneous
By simultaneous differential equations we can get a short and sweet conclusion:
for convenience, we sign
9.JPG
We can find the algebra relationship between the concentration of TesA and e (including FabI & FabZ) in the regulation process of fatty acid metabolism in such a single equation.
500px-10.jpg
Thus we can know the best proportion of three enzymes for the fatty acid metabolism optimization if we can get the mentioned reaction constant.

Disscussion

By setting, settling and simultaneous above equdtions, we can describe how three target enzyme influnce the fatty acid metabolic ratio in one equation by clear mathematical linguistics. In a very short time we get the reaction constant of several elementary reaction km value, we can optimize the enzymes proportion easily. From our reference we get an optimization result of three enzyme proportion should be TesA : FabZ : FabI = 10 : 10 : 30. This result can match our equation correctly.

Reference

In vitro reconstitution and steady-state analysis of the fatty acid synthase from Escherichia coli Xingye Yua,
PNAS November 15, 2011

Bio-X Institutions
Shanghai Jiao Tong University
800, Dongchuan Road
200240 Shanghai, China
igemsjtu2013@gmail.com

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