Archive for February, 2008

Docking and Screening Best Practices

Wednesday, February 27th, 2008

Getting the most out of your computational tools often comes down to proper usage. At SimBioSys our goal has always been to develop tools that are easy to use, with simple interfaces and a lot of automation. However, even though the scripts are simple, as a user you still need to know the best protocol to get the best performance.

Over the past three weeks, we have been working on the SAMPL project (http://sampl.eyesopen.com). SAMPL is a community competition to test protein and ligand modeling. This work has prompted us to formalize the “best practices” protocol for screening with eHiTS and LASSO.

The following graphic illustrates the workflow one should follow when using eHiTS or LASSO for screening databases. The main idea is that we should first try to generate the best model possible, using all available information prior to performing the screen. As with any modeling approach, testing and validating the model is an essential step prior to applying the model in a predictive way. Thus, in this workflow we have a series of “loops” which involve testing and evaluating the model at that step. Before moving to the next step you must be satisfied with the results.

eHiTS and LASSO best practices protocol

We are looking for comments on this protocol, what do you like, what don’t you agree with, please add your comments. For more information, please visit our eHiTS page.

The Next Generation in Performance - serious computing on gaming hardware

Thursday, February 21st, 2008

Over the past few months we have been working on putting the eHiTS docking program on the Cell Broadband Engine (Cell B.E.). Many of you may not have heard of Cell B.E. but you have no doubt heard of Sony’s PS3s. The PS3 uses the Cell B.E. chips to perform very advanced graphical computations mainly for gaming applications. However, the Cell B.E. is one of the most advanced chips on the market and when programmed correctly can offer amazing performance improvements over traditional Intel / AMD processors. SimBioSys is proud that eHiTS is the first major docking program to take advantage of this new advance in computational power, with projected speed-ups of over 40x.
The parallel nature of the Cell B.E. combined with its ability to do vector calculations makes the processor ideal for correctly ported high performance computing applications. It is important to note that getting the full performance out of the the Cell B.E. architecture takes very different programming skills than traditional Intel / AMD processors. SimBioSys has worked closely with IBM and others in the Cell B.E. community to make sure we capitalize on that power. Currently there is a working eHiTS prototype on the Cell B.E. architecture with a planned release in the second quarter of 2008. For more information on Cell B.E. and eHiTS please see the whitepaper found:

http://www.simbiosys.ca/science/white_papers/eHiTS_on_the_Cell.pdf
<meta name="GENERATOR" content="OpenOffice.org 2.0 (Linux)" /><meta name="CREATED" content="20071031;9564800" /><meta name="CHANGED" content="20071105;15484900" /> <style type="text/css"> <!-- @page { size: 8.5in 11in; margin: 0.79in } P { margin-bottom: 0.08in } --> </style> </p> </div> <p class="postmetadata">Posted in <a href="http://www.simbiosys.com/blog/category/software-products/" title="View all posts in Software products" rel="category tag">Software products</a>, <a href="http://www.simbiosys.com/blog/category/technology/" title="View all posts in Technology" rel="category tag">Technology</a> | <a href="http://www.simbiosys.com/blog/2008/02/21/the-next-generation-in-performance-serious-computing-on-gaming-hardware/#comments" title="Comment on The Next Generation in Performance - serious computing on gaming hardware">3 Comments »</a></p> </div> <div class="post"> <h3 id="post-7"><a href="http://www.simbiosys.com/blog/2008/02/13/exciting-times-for-lasso-chemspider-and-bio-it-world/" rel="bookmark" title="Permanent Link to Exciting times for LASSO - ChemSpider and Bio-IT World">Exciting times for LASSO - ChemSpider and Bio-IT World</a></h3> <small>Wednesday, February 13th, 2008</small> <div class="entry"> <p>The past few weeks have been very busy in the world of LASSO, which I recently blogged about <a title="LASSO paper" href="http://www.simbiosys.ca/blog/2008/01/22/roping-in-you-next-scaffold-hop-with-lasso/">here</a>. We have been working hard with the folks at <a title="ChemSpider" href="http://www.chemspider.com/">ChemSpider</a> to add our LASSO descriptor to there database and, just today, we see <a title="The Search for Unusual Suspects" href="http://www.bio-itworld.com/issues/2008/feb/cover-story-scaffold-hopping/">a cover story in Bio-IT World</a> discussing the use of scaffold hopping tools, including LASSO, in drug discovery (which I just noticed was also mentioned on the <a title="Scaffold Hopping" href="http://www.chemspider.com/blog/scaffold-hopping-and-the-search-for-unusual-suspects.html">ChemSpider Blog</a>).</p> <h3>LASSO on ChemSpider</h3> <p>The project to add LASSO to ChemSpider has been discussed in some detail on the <a title="Lasso Development Progress" href="http://www.chemspider.com/blog/lasso-development-progress-and-a-request-for-hard-drives.html">ChemSpider Blog</a> (original post <a title="ChemSpider partnering with SimBioSys" href="http://www.chemspider.com/blog/announcing-the-chemspider-ligand-activity-project-partnering-with-simbiosys.html">here</a>). In addition to the LASSO descriptor, now available for virtually all 18+ million structure, we also have the virtual screening result for all ligands against 40 target families (from the <a title="DUD database of useful decoys" href="http://dud.docking.org/r2/">DUD database of useful decoys</a>). The preliminary results of this very large cross screening work is now available at ChemSpider. Over the next few weeks, we will be working to get the interface cleaned up and add some more searching capabilities.</p> <p>We are now in the process of looking to see what LASSO can and can not do on such a large set of structures, both its limits and its successes. In the spirit of crowdsourcing, we encourage you to check it out and would love to get any and all feedback. </p> </div> <p class="postmetadata">Posted in <a href="http://www.simbiosys.com/blog/category/software-products/" title="View all posts in Software products" rel="category tag">Software products</a>, <a href="http://www.simbiosys.com/blog/category/news/" title="View all posts in News" rel="category tag">News</a> | <a href="http://www.simbiosys.com/blog/2008/02/13/exciting-times-for-lasso-chemspider-and-bio-it-world/#respond" title="Comment on Exciting times for LASSO - ChemSpider and Bio-IT World">No Comments »</a></p> </div> <div class="navigation"> <div class="alignleft"></div> <div class="alignright"></div> </div> </div> <div id="sidebar"> <ul> <li> <a href="http://www.simbiosys.com"><img src="images/SimBioSysLogo_name_long.gif" width="200" ></a> </li> <li> <form method="get" id="searchform" action="http://www.simbiosys.com/blog/"> <div><input type="text" value="" name="s" id="s" /> <input type="submit" id="searchsubmit" value="Search" /> </div> </form> </li> <li> <form style="border:1px solid #ccc;padding:3px;text-align:center;" action="http://www.feedburner.com/fb/a/emailverify" method="post" target="popupwindow" onsubmit="window.open('http://www.feedburner.com/fb/a/emailverifySubmit?feedId=1550225', 'popupwindow', 'scrollbars=yes,width=550,height=520');return true"><p>Enter your email address:</p><p><input type="text" style="width:140px" name="email"/></p><input type="hidden" value="http://feeds.feedburner.com/~e?ffid=1550225" name="url"/><input type="hidden" value="SimBioSys Blog" name="title"/><input type="hidden" name="loc" value="en_US"/><input type="submit" value="Subscribe" /><p>Delivered by <a href="http://www.feedburner.com" target="_blank">FeedBurner</a></p></form> </li> <!-- Author information is disabled per default. 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