Predicting Complexes with R@h!

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krypton
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Message 76817 - Posted: 10 Jun 2014, 1:59:06 UTC

Hi Everyone,

Just wanted let you'all know that we used Rosetta@home to make predictions for protein complexes! The paper has been posted online. Check out the Acknowledgements =P

http://elifesciences.org/content/3/e02030



See summery below (btw, I am the "ovchinnikov" guy =] ):
Proteins are considered the ‘workhorse molecules’ of life and they are involved in virtually everything that cells do. Proteins are strings of amino acids that have folded into a specific three-dimensional shape. Proteins must have the correct shape to function properly, as they often work by binding to other proteins or molecules—much like a key fitting into a lock. Working out the structure of a protein can, therefore, provide major insights into how the protein does its job.

Two or more proteins can bind together and form a complex to perform various tasks; and solving the structures of these complexes can be challenging, even if the structures of the protein subunits are known. Now, Ovchinnikov, Kamisetty, and Baker have developed a method for predicting which parts of the proteins make contact with each other in a two-protein complex.

Different species can have copies of the same proteins; but a copy from one species might have different amino acids at certain positions when compared to a related copy from another species. As such, when pairs of interacting proteins from different species are compared, there will be many positions in the two proteins that vary. However, if the amino acid at a position in one protein (let's call it ‘X’) varies, and the amino acid at, say, position ‘Y’ in the other protein also varies such that for any given amino acid at position Y there is often a specific amino acid at position X; positions X and Y are said to ‘co-vary’. Ovchinnikov et al. noticed that when a pair of amino acids (one from each protein in a two-protein complex) co-varied, these two amino acids tended to make contact with each other at the protein–protein interface.

Ovchinnikov et al. used the new method to make predictions about the protein–protein interfaces in 28 protein complexes found in bacteria, and also to make a prediction about the interface between protein subunits in the bacterial ribosome. When these predictions were checked against the actual structures, which were all known beforehand, they were found to be accurate if the number of copies of each protein being compared is greater than the average length of the two proteins.

Ovchinnikov et al. went on to predict the amino acids on the protein–protein interfaces for another 36 bacterial protein complexes with unknown structures, and to present models for four larger complexes. The next challenge is to extend the method to protein complexes that are found only in eukaryotes (i.e., not in bacteria). Since the number of related copies for eukaryotic proteins tends to be smaller, there are fewer proteins to compare and it is therefore harder to detect ‘covariation’ when it occurs.
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Trotador

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Message 76828 - Posted: 13 Jun 2014, 4:42:44 UTC
Last modified: 13 Jun 2014, 4:43:01 UTC

Thanks for the reporting. It looks great!
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krypton
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Message 76839 - Posted: 15 Jun 2014, 5:35:59 UTC - in response to Message 76828.  

You're welcome Trotador!

Thanks for the reporting. It looks great!

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Message 76843 - Posted: 15 Jun 2014, 22:50:54 UTC

Awesome :)
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Message boards : Rosetta@home Science : Predicting Complexes with R@h!



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