Archive for the 'Software products' Category

Collective Agreement and Designing a Product Roadmap for ARChem with our Users

Friday, November 14th, 2008

This week we held two design strategy meetings with Life Science companies from the East Coast. One was focused on a new de novo design package that we are working on while the other was for ARChem, our retrosynthetic analysis software platform (http://www.simbiosys.ca/archem/index.html). I’ll comment on the ARChem meeting I led while Zsolt can comment separately on the de novo design meeting he led.

When designing our software solutions we engage our users in providing feedback to us regarding needs, their biases in terms of scientific approaches and their thoughts about improving workflow, usability and algorithms etc. ARChem has been used in large pharma for about 3 years and our recent installations in new companies, and the resulting feedback from the users, has us focused on the next release cycle for the product. With this in mind we chose a different approach to gathering input.

We brought together scientists involved in the original design for ARChem (and therefore experienced users) as well as chemists who had recently trialed the system. We were interested to hear in a public forum, with issues regarding proprietary approaches put to one side, what would they like to see implemented in ARChem to satisfy their needs and move ARChem one step closer to being an ideal platform for chemists to perform computer assisted retrosynthetic analysis. By the end of the meeting we had rank ordered over 30 specific requests that came up in the meeting and the collective attendees had agreed to the primary issues to address for their needs. Some of the requests we had not even considered prior to this meeting and it was definitely one of the best uses of time and a great design session based on user needs…one to be repeated. We are off to work on the outcomes of the meeting and will keep you informed here of our progress.

posted by Aniko

SimBioSys use the Beilstein Reaction Database as part of the ARChem Retrosynthetic Analysis Platform

Friday, November 7th, 2008

Some of you are likely aware of ARChem, our retrosynthetic analysis software (http://www.simbiosys.ca/archem/index.html). ARChem is the result of 4 years of development and results from a collaborative project with a major pharmaceutical company. Since then we have delivered the system to a number of other companies and we have recently submitted a publication to JCIM (http://pubs.acs.org/journals/jcisd8/index.html). It should be in press shortly. We presented on ARChem recently at the ACS meeting and a copy of the presentation is here.
What we’ve been up to recently is delivering on the needs of some of our users in terms of integration to latest ChemDraw ActiveX component (http://www.cambridgesoft.com/software/details/?ds=2&dsv=92), expanding the list of starting material databases supported by ARChem and, our most exciting news, working with the entire Beilstein reaction database (http://en.wikipedia.org/wiki/Beilstein_database). I had reported previously on the fact that we had been working with the Beilstein database (http://www.simbiosys.ca/blog/2008/05/30/29/). Since then we have reached an agreement with Elsevier to utilize the entire reaction database in order to train our clustering algorithms. More about this in the future but an example image is shown using the Beilstein Database below. Notice on the left of the image that an example reaction from the Beilstein database is displayed.

ARChem screen shot

Over the next few weeks you will see us blogging about the future development of ARChem. We are about to have a roundtable meeting with thought leaders from large pharna regarding the future development of ARChem and will be focused on the outcomes of this meeting to guide our development during our next coding cycle.

A new Software Review about: eHiTS and LASSO

Friday, October 3rd, 2008

in the Chemistry World, Oct 2008 issue:

<meta content="OpenOffice.org 2.4 (Unix)" name="GENERATOR" /> <style type="text/css"> <!-- @page { size: 8.5in 11in; margin: 0.79in } P { margin-bottom: 0.08in } --> </style></p> <p style="margin-bottom: 0in">SimBioSys tools have been reviewed once again! Susan Boyd wrote a short review article about both eHiTS and LASSO in the October 2008 issue of “Chemistry World”, a monthly magazine from the <a title="RSC" href="http://www.rsc.org/">Royal Society of Chemistry</a> <a title="RSC" href="http://www.rsc.org/">(RSC).</a> Susan commented that:</p> <p style="margin-bottom: 0in"> <p style="margin-bottom: 0in">“eHiTS is a bit different from most, in that it combines truly exhaustive, fast docking with a<br /> rather neat scoring function, based on projected interaction surface points (ISPs)…These surface points should better represent the interactions…this has been supported by several reported validation tests (<a title="Simbiosys report on Merck's eHiTS validation" href="http://www.simbiosys.ca/ehits/ehits_enrichment.html">for more details see</a>). This allows it to handle the more subtle interactions, such as those involving π-systems and metals….</p> <p>LASSO is the ligand-based equivalent of eHiTS, using the interaction surface points as fuzzy 3D descriptors to identify similar compounds to the input query using a neural network algorithm…. Again the speed here is worthy of note…. 8 million compounds can be searched in only a couple of minutes”</p> <p style="margin-bottom: 0in"> <p style="margin-bottom: 0in">You might be interested in reading the full review at this <a title="SimBioSys media page" href="http://www.simbiosys.ca/whatsnew/media.html">link</a> (full <a href="http://www.simbiosys.ca/whatsnew/media/2008/CW.SOFTWARE-REVIEW-2008.pdf">PDF</a>)</p> <p style="margin-bottom: 0in">Posted by Aniko</p> <p style="margin-bottom: 0in"> </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/2008/10/03/a-new-software-review-about-ehits-and-lasso/#respond" title="Comment on A new Software Review about: eHiTS and LASSO">No Comments »</a></p> </div> <div class="post"> <h3 id="post-45"><a href="http://www.simbiosys.com/blog/2008/08/25/simbiosys-236th-acs-meeting-presentations/" rel="bookmark" title="Permanent Link to SimBioSys’ 236th ACS meeting presentations">SimBioSys’ 236th ACS meeting presentations</a></h3> <small>Monday, August 25th, 2008</small> <div class="entry"> <p>As with the majority of conferences we are always glad to have them over. This is not because they are not enjoyable. It is not because we don’t enjoy showing our latest and greatest offerings. It is certainly not because we don’t enjoy meeting with our users. Rather, every conference gives us new ideas and we are always keen to “get back to work”.</p> <p>The ACS Philadelphia meeting was a little different for us than recent meetings. We were demonstrating our latest eHiTS and eHiTS Lightning capabilities but also two of our colleagues gave presentations on CLiDE and ARChem. Aniko Valko, the primary developer for the CLiDE Pro “optical structure recognition” application provided an overview of her latest developments in the Text Mining session hosted by Professor Alex Tropsha. It was a great session and provided an overview of different approaches to text-mining and, in our case, structure conversion. CLiDE remains the industry standard application for this purpose.(see URL: <a title="CLiDE Pro ACS talk" target="_blank" href="http://www.simbiosys.ca/science/presentations/2008-acs-08/abstract2.html">http://www.simbiosys.ca/science/presentations/2008-acs-08/abstract2.html</a>)<br /> Antony Williams, one of our collaborators, was asked to step-in and present the ARChem Route Designer talk in place of Professor Peter Johnson. ARChem is a retrosynthetic analysis software tool allowing the user to perform analysis back to materials available from reactant databases. Already in use at Fortune 500 pharmaceutical companies, and based on user feedback ARChem outperforms other retrosynthetic analysis tools. (see URL: <a title="ARChem talk at the 236th ACS" href="http://www.simbiosys.ca/science/presentations/2008-acs-08/abstract1.html">http://www.simbiosys.ca/science/presentations/2008-acs-08/abstract1.html</a>)</p> <p>If you visited us at the SimBioSys booth thanks for stopping by. If you expressed your interest in getting more information about any of our products, we will contact you in the near future, additionally please<br /> let us know if you need any white papers, presentations, demos or trial licenses for any of our tools. The list is given below as a reminder.<br /> * <a title="ARChem product" href="http://www.simbiosys.ca/archem/index.html">ARCHEM</a> - retrosynthetic analysis from available reactant databases<br /> * <a title="CAESA" href="http://www.simbiosys.ca/caesa/index.html">CAESA</a> - retrosynthetic, synthetic accessibility tool<br /> * <a title="CLiDE Pro" href="http://www.simbiosys.ca/clide/index.html">CLiDE Pro</a> - a neat document processing tool to convert images into chemical structures<br /> * <a title="LASSO" href="http://www.simbiosys.ca/ehits_lasso/index.html">LASSO</a> - a neural network based discovery tool for discerning actives from inactives (screen one million compounds in a minute)<br /> * <a title="eHiTS" href="http://www.simbiosys.ca/ehits/index.html">eHiTS/LASSO</a> - train an neural net pre-filter of compounds that bind or are active and do high throughput docking<br /> * <a title="eHiTS Lightning" href="http://www.simbiosys.ca/ehits/index.html">eHiTS Lightning</a> - dock a ligand with average speeds of 6-seconds per ligand and an average RMSD of 1.3 A. - on a Sony PlayStation3 employing the latest CPU technology from IBM<br /> * <a title="SPROUT" href="http://www.simbiosys.ca/sprout/index.html">SPROUT</a> - structure based ligand design and synthetic complexity analysis package</p> <p>SimBioSys’ ACS presentations have been just posted at: <a title="SBS Science Presentations" href="http://www.simbiosys.ca/science/presentations/index.html">http://www.simbiosys.ca/science/presentations/index.html</a><br /> please click on the “get-involved” link if you would like receive further scientific news from SimBioSys.</p> <p>posted by Aniko </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/2008/08/25/simbiosys-236th-acs-meeting-presentations/#comments" title="Comment on SimBioSys’ 236th ACS meeting presentations">1 Comment »</a></p> </div> <div class="post"> <h3 id="post-29"><a href="http://www.simbiosys.com/blog/2008/05/30/29/" rel="bookmark" title="Permanent Link to ARChem is now available with a demo version of CrossFire Beilstein reaction database">ARChem is now available with a demo version of CrossFire Beilstein reaction database</a></h3> <small>Friday, May 30th, 2008</small> <div class="entry"> <p>Here at SimBioSys we have been working on our <a target="_blank" title="ARChem product" href="http://www.simbiosys.ca/archem/index.html">ARChem</a> retrosynthetic analysis system for about three years. It is already deployed and a publication is about to be submitted for peer-review. Derived from our work on synthetic feasibility that produced our <a title="CAESA" target="_blank" href="http://www.simbiosys.ca/caesa/index.html">CAESA</a> product ARChem is the result of a collaboration from medicinal chemists in large pharma, the chemical knowledge of Prof. Peter Johnson from Leeds University in the UK, our technical team here in Toronto and the availability of a number of reaction databases used in order to perform clustering of the reactions for the most appropriate retrosynthetic analysis work. You will hear a lot about ARChem in the coming few weeks as I discuss how the system works, can be used and its successes and, of course, its issues as a piece of software.</p> <p>For now I am happy to announce to interested users that in addition to <a target="_blank" title="Accelrys" href="http://accelrys.com/">Accelrys</a> reaction databases we have newly received a demo of the <a title="CrossFire Beilstein" href="http://www.info.crossfiredatabases.com/">CrossFire Beilstein reaction database</a> from <a target="_blank" title="Elsevier" href="http://www.elsevier.com/">Elsevier.</a> We have now sourced a 1million sub-set of CrossFire Beilstein and these new reactions were clustered to enhance the performance of ARChem. If you are interested in seeing the system and will be attending the <a title="8th ICCS" href="http://www.int-conf-chem-structures.org/">8th International Conference on Chemical Structures</a>, in the Netherlands, next week (June 1-5) then please visit us at the Keymodule booth during the conference or visit our web-site and request a demo account for the online version of ARChem that you can test. Let me know.</p> <p>posted by Aniko </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/2008/05/30/29/#respond" title="Comment on ARChem is now available with a demo version of CrossFire Beilstein reaction database">No Comments »</a></p> </div> <div class="post"> <h3 id="post-16"><a href="http://www.simbiosys.com/blog/2008/05/01/the-wow-factor-at-the-bio-it-world-expo/" rel="bookmark" title="Permanent Link to The wow factor at the BIO-IT World Expo">The wow factor at the BIO-IT World Expo</a></h3> <small>Thursday, May 1st, 2008</small> <div class="entry"> <p><meta content="text/html; charset=utf-8" http-equiv="CONTENT-TYPE" /><title /><meta content="OpenOffice.org 2.0 (Linux)" name="GENERATOR" /><meta content="20080501;20160800" name="CREATED" /><meta content="20080501;20170900" name="CHANGED" /> <style type="text/css"> <!-- @page { size: 8.5in 11in; margin: 0.79in } P { margin-bottom: 0.08in } --> </style>SimBioSys had a booth at the <a href="http://www.bio-itworldexpo.com/">BIO-IT World conference</a> with the main focus to unveil eHiTS Lightning — our hardware accelerated accurate flexible docking solution running on the Cell/B.E. supercomputer-in-a-chip. This chip is the heart of the <a target="_blank" href="http://www.playstation.com/ps3-openplatform/index.html">Sony PlayStation 3</a>, but it is also available in two other forms, the <a href="http://www.ibm.com/technology/cell/cell_hcls.html">QS2x server blade series form IBM</a> and the <a href="http://www.mc.com/microsites/cell/productdetails.aspx?id=2590">Cell Accelerator Board from Mercury</a> (a PCI-Express card into a PC). I have already described the hardware technology and its advantages in a <a href="http://www.simbiosys.ca/science/white_papers/eHiTS_on_the_Cell.pdf">white paper</a>.</p> <p><a target="_blank" title="eHiTS Lightning " href="http://www.simbiosys.ca/science/presentations/2008-bioit/BioIT_eHiTS_Lightning_Award.pdf"><img width="123" hspace="10" height="179" border="0" align="right" alt="BioIT best of show finalist" name="graphics1" src="http://www.simbiosys.ca/images/bio-it-world-finalist-thumb.jpg" /></a>The eHiTS Lightning product has been entered into the “Best of Show” award competition, and made it to the finalist level, i.e. among the best 3 candidates. There was a panel of judges who went around and the finalists were given 10 minutes to present their product to them. Our 10-minute presentation is available <a target="_blank" href="http://www.simbiosys.ca/science/presentations/2008-bioit/BioIT_eHiTS_Lightning_Award.pdf">here.</a> The judges were impressed with our Cell solution, but apparently they were even more impressed with the natural language processing capabilities of <a href="http://www.linguamatics.com/">Linguamatics</a> who won the award. I wish they had a separate award for the product getting the most “WOW!” statements from visitors, I bet we would have won that one! The typical scenario went like this:</p> <ol> <li> <p style="margin-bottom: 0in">Someone walks up to the booth looking interested or surprised to see a PS3 sitting in the middle on a stand.</p> </li> <li> <p style="margin-bottom: 0in"><a href="http://www.chemspider.com/blog/">Antony</a> or me give the person a quick explanation of what is eHiTS Lightning and that the special Cell processor that the program runs on is powering the PS3.</p> </li> <li> <p style="margin-bottom: 0in">Then we show them the laptop screen beside, which has two windows<br /> side-by-side: one showing the console of the PS3 running eHiTS-Lightning on a<br /> series of docking tasks, the other one docking the same cases with eHiTS on a<br /> dual core AMD Athlon X2 (the laptop itself).</li> <li>The person goes: WOW!</li> </ol> <p>This story repeated several dozen times during the two days of the show. The point is, when we tell somebody that it is 32X or 50-fold faster, that is just a number — it may sink in or may not. But when you see it running side-by-side, the visual effect is so incredible, everybody “gets it” right away. The PS3 window just keeps scrolling up with barely readable speed, while the AMD window looks frozen and only advances a line once in a while (roughly a minute or so) - but it had time stamps for each line so you could see how many seconds have passed between printed lines. Many visitors were not specifically working in modeling area, just got curious about the PS3, but there were a number of respected experts in the docking and virtual screening area who came by and went through the WOW factor, too.</p> <p>So, I think it was a pretty good show, because a lot of people were genuinely impressed by eHiTS Lightning and they will likely remember us.</p> <p>ZZ</p> <p style="margin-bottom: 0in"> </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/2008/05/01/the-wow-factor-at-the-bio-it-world-expo/#comments" title="Comment on The wow factor at the BIO-IT World Expo">2 Comments »</a></p> </div> <div class="post"> <h3 id="post-9"><a href="http://www.simbiosys.com/blog/2008/02/27/docking-and-screening-best-practices/" rel="bookmark" title="Permanent Link to Docking and Screening Best Practices">Docking and Screening Best Practices</a></h3> <small>Wednesday, February 27th, 2008</small> <div class="entry"> <p>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.</p> <p>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.</p> <p>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.</p> <div style="text-align: center"><img title="eHiTS and LASSO best practices protocol" alt="eHiTS and LASSO best practices protocol" src="/ehits/Docking_protocol_thumb.png" /></div> <p>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 <a title="eHiTS and LASSO best practices protocol" href="http://www.simbiosys.ca/ehits/ehits_protocol.html">eHiTS page</a>. </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/science/" title="View all posts in Science" rel="category tag">Science</a> | <a href="http://www.simbiosys.com/blog/2008/02/27/docking-and-screening-best-practices/#respond" title="Comment on Docking and Screening Best Practices">No Comments »</a></p> </div> <div class="post"> <h3 id="post-8"><a href="http://www.simbiosys.com/blog/2008/02/21/the-next-generation-in-performance-serious-computing-on-gaming-hardware/" rel="bookmark" title="Permanent Link to The Next Generation in Performance - serious computing on gaming hardware">The Next Generation in Performance - serious computing on gaming hardware</a></h3> <small>Thursday, February 21st, 2008</small> <div class="entry"> <p>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.<br /> 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:</p> <p><a href="http://www.simbiosys.ca/science/white_papers/eHiTS_on_the_Cell.pdf">http://www.simbiosys.ca/science/white_papers/eHiTS_on_the_Cell.pdf</a><br /> <meta http-equiv="CONTENT-TYPE" content="text/html; charset=utf-8" /><title /><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="post"> <h3 id="post-4"><a href="http://www.simbiosys.com/blog/2008/01/22/roping-in-you-next-scaffold-hop-with-lasso/" rel="bookmark" title="Permanent Link to “Roping in” you next scaffold hop with LASSO">“Roping in” you next scaffold hop with LASSO</a></h3> <small>Tuesday, January 22nd, 2008</small> <div class="entry"> <p>Just a quick note to let you know about the web-release of a JCAMD paper on LASSO. LASSO is a 2.5D ligand-based similarity search tool that uses surface properties of known active molecules to build a model for screening large databases for molecules with similar properties. The tool is extremely fast, screening a database of a million molecules in under 1 minute on a standard 1CPU machine (such as my laptop). The main advantage of LASSO is the fact that it is independent of the underlying 2D skeleton or the 3D conformation. Thus it has the ability to retrieve molecules with very different 2D scaffolds (chemotypes) and you do not need a bioactive conformation.</p> <p>Read more about LASSO in the paper “LASSO—ligand activity by surface similarity order: a new tool for ligand based virtual screening”<br /> <a href="http://dx.doi.org/10.1007/s10822-007-9164-5">http://dx.doi.org/10.1007/s10822-007-9164-5</a></p> <p><img width="200" align="middle" title="LASSO is based on the surface points illustrated as triangles in this image" alt="LASSO is based on the surface points illustrated as triangles in this image" src="http://www.simbiosys.ca/ehits_lasso/1FJS_ligand_spt_bw_crop.png" /></p> <p>Also visit the LASSO website for more information, or to try LASSO for yourself:<br /> <a href="http://www.simbiosys.ca/ehits_lasso/index.html">LASSO Website</a> </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/2008/01/22/roping-in-you-next-scaffold-hop-with-lasso/#comments" title="Comment on “Roping in” you next scaffold hop with LASSO">2 Comments »</a></p> </div> <div class="navigation"> <div class="alignleft"></div> <div class="alignright"><a href="http://www.simbiosys.com/blog/category/software-products/page/3/">Next Entries »</a></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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