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	<title>Bleeding Edge Biotech &#187; Protein Design</title>
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	<description>Bioinformatics and Big Iron</description>
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		<title>Solve Puzzles for Science &#8211; FoldIt: An online protein folding game</title>
		<link>http://www.bleedingedgebiotech.com/blog/structural-biology/solve-puzzles-for-science-foldit-an-online-protein-folding-game/</link>
		<comments>http://www.bleedingedgebiotech.com/blog/structural-biology/solve-puzzles-for-science-foldit-an-online-protein-folding-game/#comments</comments>
		<pubDate>Fri, 09 May 2008 20:08:28 +0000</pubDate>
		<dc:creator>Adam</dc:creator>
				<category><![CDATA[Collective Intelligence]]></category>
		<category><![CDATA[Protein Design]]></category>
		<category><![CDATA[Structural Biology]]></category>

		<guid isPermaLink="false">http://www.bleedingedgebiotech.com/blog/?p=80</guid>
		<description><![CDATA[David Baker is one of my favorite scientists. His group performs the best at CASP. He started the Rosetta protein folding and design software and Rosetta@HOME a distributed computing network to run it. And now he&#8217;s behind one of the coolest projects I&#8217;ve ever seen. Fold.it is an amazing community-based game where players can compete [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.bleedingedgebiotech.com/blog/wp-content/uploads/2008/05/picture-6.png"><img class="alignnone size-medium wp-image-81" title="foldit6" src="http://www.bleedingedgebiotech.com/blog/wp-content/uploads/2008/05/picture-6-300x196.png" alt="" width="300" height="196" /></a></p>
<p><a title="The Baker Laboratory Homepage, University of Washington Department of Biochemistry: Protein Folding, Protein Structure, Protein Design, Structure Prediction, ROSETTA, I-sites, protein L, SH3, Baker Lab, David Baker, Phage Display" href="http://www.bakerlab.org/">David Baker</a> is one of my favorite scientists.  His group performs the best at <a title="Home - Prediction Center" href="http://predictioncenter.gc.ucdavis.edu/">CASP</a>.  He started the <a title="RosettaCommons" href="http://www.rosettacommons.org/">Rosetta</a> protein folding and design software and <a title="Rosetta@home" href="http://boinc.bakerlab.org/rosetta/">Rosetta@HOME</a> a distributed computing network to run it.  And now he&#8217;s behind one of the coolest projects I&#8217;ve ever seen.  <a title="Solve Puzzles for Science | Fold It!" href="http://fold.it/">Fold.it</a> is an amazing community-based game where players can compete by folding proteins in a graphical point and click manner.  Fold.it has a beautiful UI and molecular graphics not unlike the ones you&#8217;ve come to expect from <a title="VMD - Visual Molecular Dynamics" href="http://www.ks.uiuc.edu/Research/vmd/">VMD</a>, <a title="PyMOL Home Page" href="http://pymol.sourceforge.net/">PyMOL</a>, and <a title="UCSF Chimera Home Page" href="http://www.cgl.ucsf.edu/chimera/">UCSF Chimera</a>.  Most importantly, this highly addictive puzzle game has real scientific value.  Each time you solve a folding puzzle, the software sends your results back to FoldIt.  With that data they hope to gain insight into the powerful human capacity to recognize patterns and apply that to new protein structure prediction methods.  Players can create and join groups to compete against other players for high-scores.</p>
<p>After playing FoldIt for about an hour the game is actually very fun and addicting!  Any game with actions like &#8220;Shake Sidechains&#8221; and &#8220;Wiggle Backbone&#8221; is guaranteed to make any bioche/biophysicist smile.  While it may compete with <a title="Rockstar Games: Grand Theft Auto IV" href="http://www.rockstargames.com/IV/">GTA4</a>, this game is a huge step in educating students in protein structure.  It&#8217;s truly brilliant.  Thanks to <a title="Your bones got a little machine" href="http://blog.pansapiens.com/">Andrew Perry</a> for pointing this out.</p>
<p><a href="http://blog.pansapiens.com/2008/05/09/foldit-crowdsourcing-to-solve-the-protein-folding-problem/">FoldIt &#8211; Crowdsourcing to solve the protein folding problem</a></p>
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		<title>Around the web 3/21/08</title>
		<link>http://www.bleedingedgebiotech.com/blog/structural-biology/around-the-web-32108/</link>
		<comments>http://www.bleedingedgebiotech.com/blog/structural-biology/around-the-web-32108/#comments</comments>
		<pubDate>Fri, 21 Mar 2008 23:11:18 +0000</pubDate>
		<dc:creator>Adam</dc:creator>
				<category><![CDATA[Links]]></category>
		<category><![CDATA[Protein Design]]></category>
		<category><![CDATA[Structural Biology]]></category>

		<guid isPermaLink="false">http://www.bleedingedgebiotech.com/blog/structural-biology/around-the-web-32108/</guid>
		<description><![CDATA[Around the web, week of March 21, 2008 Journals Big science from Andrei Sali and David Baker The molecular architecture of the nuclear pore complex De Novo Computational Design of Retro-Aldol Enzymes Blogs Nature archive visualized &#8211; a Processing sketch to visualize the keywords from Nature over the last 30 years. Some of the more [...]]]></description>
			<content:encoded><![CDATA[<p><img src="http://www.bleedingedgebiotech.com/blog/wp-content/uploads/2008/03/picture-1.png" alt="quarternion_jmol" /></p>
<p>Around the web, week of March 21, 2008</p>
<ul> <strong>Journals</strong><br />
Big science from Andrei Sali and David Baker</p>
<li><a href="http://www.nature.com/nature/journal/v450/n7170/abs/nature06405.html" title="The molecular architecture of the nuclear pore complex : Abstract : Nature">The molecular architecture of the nuclear pore complex</a></li>
<li><a href="http://www.sciencemag.org/cgi/content/abstract/319/5868/1387">De Novo Computational Design of Retro-Aldol Enzymes</a></li>
<p><strong>Blogs</strong></p>
<li><a href="http://www.ghastlyfop.com/blog/2008/03/nature-archive-visualized.html" class="broken_link">Nature archive visualized</a> &#8211; a <a href="http://processing.org/" title="Processing 1.0 (BETA)">Processing</a> sketch to visualize the keywords from Nature over the last 30 years.  Some of the more spurious terms could probably be cleaned up but even as a draft the effect is pretty neat.</li>
<li><a href="http://www.michaelbarton.me.uk/research-stream/" title="research-stream" class="broken_link">Research streaming</a> is born.  Mike from Bioinformatics Zen is auto-publishing his svn commit messages and uploading figures he generates to Flikr.  This would be well suited to someone like me who has too many projects going on to stop and dedicate time to blog about them here.</li>
<li><a href="http://blogs.intel.com/research/2008/03/upcrc.php" title="Research@Intel · Introducing two ?Universal Parallel Computing Research Centers?">Universal Parallel Computing Research Centers</a> are being heavily funded by Microsoft and Intel.  One at <a href="http://www.uiuc.edu/" title="University of Illinois at Urbana-Champaign">University of Illinois at Urbana-Champaign</a>, well known for the <a href="http://charm.cs.uiuc.edu/">CHARMM++</a> parallel library and the super-scalable <a href="http://www.ks.uiuc.edu/Research/namd/" title="NAMD - Scalable Molecular Dynamics">NAMD</a> molecular dynamics package built on top of it. The other will be located at <a href="http://www.berkeley.edu/" title="UC Berkeley Home Page">UC Berkeley</a>.</li>
<li><a href="http://www.computingatscale.com/?p=46">The End of the Relational era</a>, is SQL dying? Bill McColl of <a href="http://www.computingatscale.com/" title="Computing at Scale">Computing at Scale</a> says it is.  I would argue that relational databases have received the <a href="http://en.wikipedia.org/wiki/Golden_hammer" title="Golden hammer - Wikipedia, the free encyclopedia">golden hammer</a> treatment over the years.  But I totally agree with his prediction that SQL will ultimately be replaced by DSL&#8217;s having implicit data-parallelism.</li>
<li>The <a href="http://apiblog.youtube.com/2008/03/something-to-write-home-about.html">Youtube API has been updated</a> with some significant improvements for developers.  Uploads, comments, and video playlists can all be manipulated outside of youtube.  This makes a convincing case to leverage the massive youtube userbase if your site deals with video content.</li>
<p><strong>Tech</strong></p>
<li>I&#8217;ve finally moved most of my projects from <a href="http://subversion.tigris.org/" title="subversion.tigris.org">SVN</a> to <a href="http://git.or.cz/" title="Git - Fast Version Control System">Git</a>.  I&#8217;m now a &#8216;branch-a-holic&#8217; and git definitely fits my workflow better than subversion now that I&#8217;m used to it.</li>
<li><a href="http://www.capify.org/" title="Capistrano:  Home">Capistrano</a> is typically used for Rails deployment, but I&#8217;m finding it&#8217;s good for just about anything you want to run across multiple remote hosts.  This is a great mini-language for cluster admins who don&#8217;t want to struggle with something like <a href="http://www-unix.mcs.anl.gov/mpi/www/www1/mpirun.html" title="mpirun" class="broken_link">mpirun</a></li>
</ul>
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		<title>Protein Design is inverse Structure Prediction</title>
		<link>http://www.bleedingedgebiotech.com/blog/bioinformatics/protein-design-as-inverse-structure-prediction/</link>
		<comments>http://www.bleedingedgebiotech.com/blog/bioinformatics/protein-design-as-inverse-structure-prediction/#comments</comments>
		<pubDate>Fri, 23 Mar 2007 03:31:15 +0000</pubDate>
		<dc:creator>Adam</dc:creator>
				<category><![CDATA[Bioengineering]]></category>
		<category><![CDATA[Bioinformatics]]></category>
		<category><![CDATA[Protein Design]]></category>

		<guid isPermaLink="false">http://www.bleedingedgebiotech.com/blog/?p=15</guid>
		<description><![CDATA[If we imagine protein folding as the exploration by a human explorer navigating a rugged landscape in search of the lowest elevation point, then how do we describe protein design? If we are still baffled by structure prediction in the &#8216;midnight zone&#8217; how can we have a bioengineering strategy that is worth the title &#8216;protein [...]]]></description>
			<content:encoded><![CDATA[<p>If we imagine protein folding as the exploration by a human explorer navigating a rugged landscape in search of the lowest elevation point, then how do we describe protein design?  If we are still baffled by structure prediction in the &#8216;midnight zone&#8217; how can we have a bioengineering strategy that is worth the title &#8216;protein design&#8217;?</p>
<p>When does Bioinformatics become Bioengineering?  Is protein design really just inverse structure prediction?  Does that work to simplify the problem?</p>
<p>I have always looked at the problem from the perspective of predicting ternary structure from primary structure.  It almost seems more practical to flip the problem around.  Given a structure and function, can we predict the amino acid sequence?</p>
<p>DNA synthesizers are rapidly improving.  We still do not understand how a change in the amino acid sequence affects changes in protein structure.  Template based modeling is progressing, anything beyond a sequence identity of 30% can be reliably modeled with a good pipeline.</p>
<p>Reliable function prediction is obviously the next milestone, but I think the gap from structure to function is still enormous.  How do we standardize function specification?  Enzyme functions can be described by the reaction they catalyze or the pathway they are part of.  However not all proteins are enzymes.  And not all enzymes are proteins.  Hormones, transcription factors, membrane receptors all have some characteristic structure that supports their function.</p>
<p>Function prediction needs about 10 years before it can provide the type of infrastructure for robust bioengineering and truly rational drug design.</p>
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