Difference between revisions of "Team:NRP-UEA-Norwich/Modeling/Simulation"
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Revision as of 11:10, 15 September 2015
Acylation simulation
Bacterial glycogen and plant starch consist of chains of glucose residues connected by alpha-1,4-glycosidic linkages with alpha-1,6-glycosidic linkages forming branch points. Our main aim was to produce acylated or butrylated starch. As plants are more difficult to work with, we initially expressed four putative acyltransferases in E. coli to see if we could modify bacterial glycogen. However, the activity on these enzymes is still unknown. We don't know at which position in the glucose molecule that the enzyme might add the acyl group. If the group is added to the free end available at a growing branch, it will compete with the glycogen synthase and disrupt the growth of the molecule.
Even though glycogen acylation has not yet been described, phosphorylation of glycogen has been studied previously in both muscle and bacterial glycogen. Tagliabracci V. S. et al showed that the phosphate in glycogen is present as C2 and C3 phosphomonoesters 1 . Phosphorylation of starch has been also characterized2. According to Blennow A. et al, the phosphate groups bind at the free C6 and C3 hydroxyl groups of the glucose units. Both groups are located at the hydrophilic surface of the double helix, which might affect the stability of the molecule 2.
We therefore needed to model the putative changes in glycogen structure depending on the location of the modification. Our aim was to produce carbohydrate molecules with 5-10% of the residues modified since this level of butrylation (achieved by chemical modification) has positive benefits to the colon of rats 3 Our model indicates that this level of modification is only viable if the enzyme can modify any base - If it can only use the carbon-4 position it would impact on the growth of the molecule.
To create the glycogen structures we made the following assumptions:
•The branching points on the chain are always the 5th and 9th glucose molecule on the chain.
• All chains are equal in length.
• The branching degree is 2 on each chain, except on the final tier.
The software creates a pool of glucose units which are used to build the structure one tier at a time. Each time a new chain is about to be built, the software checks from a total of 24 possible directions and eliminates those that would grow toward the inner parts of the structure as it is not physically possible that the molecule is synthesized towards the core of the structure. The procedure to make this elimination is to discard the growth of any chain with a distance between its end and the centre of the molecule that is less than the distance of another chain belonging to two preceding tiers. This method generates a molecule with a more circular shape.
To make it easier to visualise, the software does not allow for chains to cross paths on the same plane, which does reduce the number of valid tiers compared to a three dimensional model. If there is more than one possible valid chain then the software will randomly select which valid chain to build.
Glyco2D Predictions
Glyco2D produces three structural predictions.
Unmodified Structure
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam.
You can learn more by clicking on the image on the right.
Modified Structure
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam.
You can learn more by clicking on the image on the right.
Restricted Growth Structure
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam.
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam.
You can learn more by clicking on the image on the right.
References
1. Meléndez-Hevia E., Waddell T.G., and Shelton E.D., 1993, Optimization of molecular design in the evolution of metabolism: The glycogen molecule , Biochem Journal, 295, p. 477–83
2. Meléndez R, Meléndez-Hevia E, Mas F, Mach J, Cascante M: Physical constraints in the synthesis of glycogen that influence its structural homogeneity: A two-dimensional approach. Biophys J 1998, 75:106–14.