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Re: Rice results updates

It is certainly time for another update:

The rice structures have been clustered to find the best representative structures and these structures have been compared to libraries of known structures to determine their function. This took several months on our local computing cluster.

We have also used an independent method based only on sequence to determine the function of the genes. This only gave us confident assignments in about 1% of the cases. Nevertheless, this will give us a decent sized gold-standard set with which we can assess how accurate the NRW structure based methods are for predicting gene function.

However, as I was benchmarking the clustering method, I found, quite unexpectedly (which is why you do the benchmarking...), a very good alternative method for clustering the structures that should improve the accuracy of the final predictions.

The structures are being reclustered using the new method.

The comparison and analyses of the function predictions using the original clustering method is underway while this is being done.

Once this is done, we will publish the results and put all the structures up on the website.

Another paper is close to being submitted detailing the new very fast and accurate clustering methods that were developed to deal with the large datasets generated by NRW. The resulting software package Protinifo-cluster is GPU/SSE/AVX accelerated and optimised. It will be released to be used without restriction and should be of use to the general protein folding community. This is the software being used for the re-clustering.

As for further NRW projects - there are no plans for a NRW2 but some plans in development for one based on the 1000 plant project, which is about to release the sequences of 1000 plant genomes. This will depend of course, on how well the methodology worked with rice.

Hong
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rilian
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Re: Rice results updates

lhhung , thanks for awesome news, and the imporvement you bring to the folding community!
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Falconet
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Re: Rice results updates

Thanks for the update!
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Dataman
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Re: Rice results updates

Thanks for the update. The future sounds promising and I am happy to have participated. coffee
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kateiacy
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Re: Rice results updates

Thank you for the news! I joined WCG just before the Rice project ended here. I am so happy that I got to participate, even a little, in such important work.
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MONK_DUCK
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Re: Rice results updates

Thanks for the update!
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nasher
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Re: Rice results updates

wonderful news.. always like to know that the time we spend here has meaning...

any chance of a NRW2 project... hopes....always like new projects
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alver
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Re: Rice results updates

The resulting software package Protinifo-cluster is GPU/SSE/AVX accelerated and optimised. It will be released to be used without restriction and should be of use to the general protein folding community.


...and that is why I like contributing to projects, even when they are slightly outside my specific area of interest (medical research projects): there are sometimes spin-offs, which feed back into the wider community, and may be used in the future for all sorts of other great research.

Great work,and thanks for the very positive update. Really good news. Best of luck with the rest of the project.
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(previously known as 'proxima' on SETI, UD, distributed folding, FaD, and Rosetta)
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lengo
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<font><font class=""> Re: Αποτελέσματα Rice ενημερώσεις </font></font>

okey!
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coolstream
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<font><font class=""> Re: Αποτελέσματα Rice ενημερώσεις </font></font>

Thanks for a very interesting update. Great news about the breakthroughs especially what you say about GPU use. I'm sure you aware that GPU crunching has become very popular here at WCG.

Because that GPU project is drawing to a close and that there is no known near future GPU project, you would have a very willing and receptive amount of crunchers to assist you as soon as you would like.

Good luck with your research. It is always very welcome to get feedback on the work our machines have done.
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Crunching in memory of my Mum PEGGY, cousin ROPPA and Aunt AUDREY.
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