<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:georss='http://www.georss.org/georss'><id>tag:blogger.com,1999:blog-3158161829021056914</id><updated>2009-12-02T21:43:20.495-08:00</updated><title type='text'>BioInsilico.blogspot.com</title><subtitle type='html'>Bioinformatics</subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default?orderby=updated'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>11</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>25</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-4486464803513496747</id><published>2009-01-31T10:09:00.001-08:00</published><updated>2009-01-31T10:33:09.135-08:00</updated><title type='text'>Ab-Initio Protein Structure Prediction</title><content type='html'>In this type of protein structure prediction &lt;span style="color: rgb(146, 208, 80);"&gt;3-D models are built absolutely from scratch&lt;/span&gt;.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SYSY1vvK2JI/AAAAAAAAAJ4/U7CVz7f7V3Q/s1600-h/abintio+prediction.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 327px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SYSY1vvK2JI/AAAAAAAAAJ4/U7CVz7f7V3Q/s400/abintio+prediction.png" alt="" id="BLOGGER_PHOTO_ID_5297527110809344146" border="0" /&gt;&lt;/a&gt; It makes use of physical principle rather than previously solved structures. &lt;span style="color: rgb(227, 108, 10);"&gt;Prediction is done with no information about protein except amino acid sequence&lt;/span&gt;. The &lt;span style="color: rgb(84, 141, 212);"&gt;computer simulates physical process and forces that drive proteins into native conformation&lt;/span&gt;.&lt;br /&gt;&lt;span xmlns=""&gt;&lt;p&gt;&lt;span style="color: rgb(247, 150, 70);"&gt;&lt;strong&gt;About Protein Folding&lt;/strong&gt;&lt;/span&gt;:&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://4.bp.blogspot.com/_H3VvAQred7I/SYSY1oWD-5I/AAAAAAAAAKA/VuGk7T5yp-M/s1600-h/Folding.gif"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 293px; height: 400px;" src="http://4.bp.blogspot.com/_H3VvAQred7I/SYSY1oWD-5I/AAAAAAAAAKA/VuGk7T5yp-M/s400/Folding.gif" alt="" id="BLOGGER_PHOTO_ID_5297527108824988562" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;Each specific sequence of polypeptide yields only &lt;span style="color: rgb(79, 129, 189);"&gt;single&lt;/span&gt;, compact, biologically &lt;span style="color: rgb(79, 129, 189);"&gt;active fold in native state&lt;/span&gt;. This &lt;span style="color: rgb(192, 80, 77);"&gt;fold &lt;/span&gt;generally has many &lt;span style="color: rgb(192, 80, 77);"&gt;sub-states with minor structural differences&lt;/span&gt; between them, &lt;span style="color: rgb(192, 80, 77);"&gt;but&lt;/span&gt; all of these sub-states have the &lt;span style="color: rgb(192, 80, 77);"&gt;same general fold&lt;/span&gt;.&lt;span style="color: rgb(81, 80, 82);font-family:Times New Roman;font-size:9;"  &gt;&lt;br /&gt;&lt;/span&gt;In other words, under physiological conditions there appears to be &lt;span style="color: rgb(146, 208, 80);"&gt;one conformation for a given amino acid sequence that has a significantly lower free energy than any other&lt;/span&gt;. So, one can &lt;span style="color: rgb(84, 141, 212);"&gt;search all possible conformation&lt;/span&gt; in random fashion until we &lt;span style="color: rgb(84, 141, 212);"&gt;get lower energy conformation of native state&lt;/span&gt;.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;But this seems to be &lt;span style="color: rgb(227, 108, 10);"&gt;impossible&lt;/span&gt; : Each peptide group has 3 possible conformation (i.e. allowed regions of α ,β, L) in Ramachandran diagram.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://4.bp.blogspot.com/_H3VvAQred7I/SYSY1zcSm-I/AAAAAAAAAKI/764T6IdAtNU/s1600-h/Ramachandran+Plot.jpg"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 250px; height: 257px;" src="http://4.bp.blogspot.com/_H3VvAQred7I/SYSY1zcSm-I/AAAAAAAAAKI/764T6IdAtNU/s400/Ramachandran+Plot.jpg" alt="" id="BLOGGER_PHOTO_ID_5297527111803902946" border="0" /&gt;&lt;/a&gt; A polypeptide of 150 residues will have 3&lt;sup&gt;130&lt;/sup&gt;  approx. 10&lt;sup&gt;68 &lt;/sup&gt;conformation to search. It will take about &lt;span style="color: rgb(227, 108, 10);"&gt;10&lt;sup&gt;44&lt;/sup&gt; years&lt;/span&gt;. But actual folding time is between 0.1 to 1000 sec. in vivo or in vitro. To occur on this short time scale, the folding process must be directed in some way through a kinetic pathway of unstable intermediates to escape sampling a large number of irrelevant conformations.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;A &lt;span style="color:red;"&gt;force field equation&lt;/span&gt; is used for prediction of structure. This force field includes all the physical forces that drive proteins into native conformation.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;A typical Force Field: e.g ecepp&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVzmDqXyI/AAAAAAAAAJg/XhUXKbJHIbs/s1600-h/ecepp.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 53px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVzmDqXyI/AAAAAAAAAJg/XhUXKbJHIbs/s400/ecepp.png" alt="" id="BLOGGER_PHOTO_ID_5297523775316320034" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVzg4qpWI/AAAAAAAAAJo/1DAyHji7IdY/s1600-h/ecepp+explain.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 198px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVzg4qpWI/AAAAAAAAAJo/1DAyHji7IdY/s400/ecepp+explain.png" alt="" id="BLOGGER_PHOTO_ID_5297523773928023394" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;span style=";font-family:Comic Sans MS;color:red;"  &gt;&lt;strong&gt;Free Energy Landscape&lt;/strong&gt;&lt;/span&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVz3Fx9fI/AAAAAAAAAJw/dkcV7TGXGbE/s1600-h/Free+Energy+Landscape.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 137px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SYSVz3Fx9fI/AAAAAAAAAJw/dkcV7TGXGbE/s400/Free+Energy+Landscape.png" alt="" id="BLOGGER_PHOTO_ID_5297523779888608754" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;To find the energy minimum of a protein different softwares are used  the use molecular dynamics. When we reach nearest local minimum this algorithm or mathematical routine gets trapped in the local minimum. &lt;span style="color: rgb(146, 208, 80);"&gt;Global minimum is the local minimum with lowest energy&lt;/span&gt;. To escape local minimum there are algorithm like metropolis monte carlo, simulated annealing. We have to repeat this process until global minimum is found. We don't really know how many times we have to repeat this process and there is nothing to distinguish the global minimum with local minimum except global minimum has lowest energy than all other local minimum. This whole problem is called &lt;span style="color: rgb(227, 108, 10);"&gt;multiple minima problem.&lt;/span&gt;&lt;/p&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-4486464803513496747?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/4486464803513496747/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2009/01/ab-initio-protein-structure-prediction.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/4486464803513496747'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/4486464803513496747'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2009/01/ab-initio-protein-structure-prediction.html' title='Ab-Initio Protein Structure Prediction'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://3.bp.blogspot.com/_H3VvAQred7I/SYSY1vvK2JI/AAAAAAAAAJ4/U7CVz7f7V3Q/s72-c/abintio+prediction.png' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-6483522956494887646</id><published>2008-11-19T10:46:00.001-08:00</published><updated>2008-11-26T03:59:02.530-08:00</updated><title type='text'>Protein Structure Prediction</title><content type='html'>&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;Why prediction of protein structure important&lt;/strong&gt;&lt;/span&gt;?&lt;/span&gt; You may ask what is there in protein structure??&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://2.bp.blogspot.com/_H3VvAQred7I/SSRk2fhaW7I/AAAAAAAAAIo/DjM8eZCn8Tw/s1600-h/Protein+Structure.jpg"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 400px;" src="http://2.bp.blogspot.com/_H3VvAQred7I/SSRk2fhaW7I/AAAAAAAAAIo/DjM8eZCn8Tw/s400/Protein+Structure.jpg" alt="" id="BLOGGER_PHOTO_ID_5270448351267675058" border="0" /&gt;&lt;/a&gt;&lt;span xmlns=""&gt;&lt;p&gt;That is because &lt;span style="color: rgb(0, 176, 240);"&gt;&lt;strong&gt;structure determines function&lt;/strong&gt;&lt;/span&gt; of the protein. Take the example of enzyme dehydrogenases. It has an NAD-binding site called &lt;span style="color: rgb(227, 108, 10);"&gt;&lt;strong&gt;Rossaman fold&lt;/strong&gt;&lt;/span&gt; ( Dinucleotide binding fold). This fold is made up a pair of βαβαβ subunit. Thus if a protein contain a &lt;span style="color: rgb(227, 108, 10);"&gt;&lt;strong&gt;βαβαβ subunit&lt;/strong&gt;&lt;/span&gt; than it acts as a &lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;binding site for a nucleotide&lt;/strong&gt;&lt;/span&gt;.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://2.bp.blogspot.com/_H3VvAQred7I/SSRk2ZIOb3I/AAAAAAAAAIg/tYeois_M8wI/s1600-h/Glyceraldehyde-3-phosphate+dehydrogenase.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 281px; height: 357px;" src="http://2.bp.blogspot.com/_H3VvAQred7I/SSRk2ZIOb3I/AAAAAAAAAIg/tYeois_M8wI/s400/Glyceraldehyde-3-phosphate+dehydrogenase.png" alt="" id="BLOGGER_PHOTO_ID_5270448349551423346" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;Structure is better conserved than sequences&lt;/strong&gt;&lt;/span&gt; in protein during the course of evolution e.g. take the example of Cytochrome C of eukaryotes and C-cytochromes of prokaryotes in different species(which change with evolution in prokaryotes) where all perform general functions i.e. electron carrier. But different species exibit &lt;span style="color: rgb(0, 176, 80);"&gt;&lt;strong&gt;low degree of similarity of sequence&lt;/strong&gt;&lt;/span&gt; to each other and to that of eukaryotes. They also &lt;span style="color: rgb(0, 112, 192);"&gt;&lt;strong&gt;differ in polypeptide loops on surface&lt;/strong&gt;&lt;/span&gt;. But X-Ray &lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;structure are similar&lt;/strong&gt;&lt;/span&gt; &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;particularly chain folds and side chain packing to interior&lt;/strong&gt;&lt;/span&gt;.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://1.bp.blogspot.com/_H3VvAQred7I/SSRk2EnyVwI/AAAAAAAAAIY/ggav2HxwR74/s1600-h/c-type+Cytochrome.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 116px;" src="http://1.bp.blogspot.com/_H3VvAQred7I/SSRk2EnyVwI/AAAAAAAAAIY/ggav2HxwR74/s400/c-type+Cytochrome.png" alt="" id="BLOGGER_PHOTO_ID_5270448344046655234" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;We require structural knowledge for &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;rational drug design&lt;/strong&gt;&lt;/span&gt;, &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;protein engineering&lt;/strong&gt;&lt;/span&gt;, for detail study of &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;protein-biomolecule interactions&lt;/strong&gt;&lt;/span&gt;.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;span style=";font-family:Comic Sans MS;color:red;"  &gt;&lt;strong&gt;Experimental methods to find structure of protein&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="color:red;"&gt;&lt;strong&gt;&lt;span style="font-family:Comic Sans MS;"&gt;X-Ray Crystallography&lt;/span&gt;:&lt;/strong&gt;&lt;/span&gt; In order to know the structure using it we first have to &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;crystallize the protein&lt;/strong&gt;&lt;/span&gt;. &lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://1.bp.blogspot.com/_H3VvAQred7I/SSRl6dYlcpI/AAAAAAAAAIw/VByhCH0XKTU/s1600-h/X-Ray+Crystallography.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 265px; height: 143px;" src="http://1.bp.blogspot.com/_H3VvAQred7I/SSRl6dYlcpI/AAAAAAAAAIw/VByhCH0XKTU/s400/X-Ray+Crystallography.png" alt="" id="BLOGGER_PHOTO_ID_5270449518924886674" border="0" /&gt;&lt;/a&gt;We must have &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;20mg of material&lt;/strong&gt;&lt;/span&gt; to start with. The results produced by it are &lt;span style="color: rgb(227, 108, 10);"&gt;&lt;strong&gt;accurate&lt;/strong&gt;&lt;/span&gt;.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://1.bp.blogspot.com/_H3VvAQred7I/SSRk2GBaRKI/AAAAAAAAAIQ/m2sxp3zDGzY/s1600-h/X-Ray+diffraction.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 348px; height: 347px;" src="http://1.bp.blogspot.com/_H3VvAQred7I/SSRk2GBaRKI/AAAAAAAAAIQ/m2sxp3zDGzY/s400/X-Ray+diffraction.png" alt="" id="BLOGGER_PHOTO_ID_5270448344422565026" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;span style=";font-family:Comic Sans MS;color:red;"  &gt;&lt;strong&gt;NMR:&lt;/strong&gt;&lt;/span&gt; Can't be used for structures with more than &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;120 residues&lt;/strong&gt;&lt;/span&gt;. Protein &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;must be soluble&lt;/strong&gt;&lt;/span&gt; and requires about &lt;span style="color: rgb(227, 108, 10);"&gt;&lt;strong&gt;30mg/ml.&lt;/strong&gt;&lt;/span&gt; It can &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;locate flexible/rigid regions&lt;/strong&gt;&lt;/span&gt;.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SSRk1W97JBI/AAAAAAAAAII/G32vZntGdTE/s1600-h/NMR.jpg"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 292px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SSRk1W97JBI/AAAAAAAAAII/G32vZntGdTE/s400/NMR.jpg" alt="" id="BLOGGER_PHOTO_ID_5270448331791475730" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;Other methods are &lt;span style="color:red;"&gt;&lt;strong&gt;Cryo-EM(electron microscopy),&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;   &lt;span style="color:red;"&gt;&lt;strong&gt;CD(Circular dichroism)&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;  &lt;/p&gt;&lt;p&gt;X-Ray Crystallography, NMR, Cryo-EM gives 3D information of proteins but &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;CD only gives one dimensional structure of protein&lt;/strong&gt;&lt;/span&gt; i.e. secondary structure only&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;span style=";font-family:Comic Sans MS;color:red;"  &gt;&lt;strong&gt;Why do we want predicted methods ??&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;Computer based prediction are much easier to handle with. E.g. one is &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;free to make errors&lt;/strong&gt;&lt;/span&gt; with out compensating much as it is &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;inexpensive at least in future&lt;/strong&gt;&lt;/span&gt;.  Moreover &lt;span style="color: rgb(255, 192, 0);"&gt;we don't have always sufficient material&lt;/span&gt; for experimental methods. &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;Some proteins even don't crystallize&lt;/strong&gt;&lt;/span&gt;. So we &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;turn to predicted method if experimental methods fail.&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;  &lt;/p&gt;&lt;p&gt;&lt;span style=";font-family:Comic Sans MS;color:red;"  &gt;&lt;strong&gt;Computation Method of structure prediction&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ol&gt;&lt;li&gt;&lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;Secondary structure prediction&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;Protein Threading or Fold Family Recognition&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;Ab-initio structure prediction&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;Homology Modeling&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ol&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-6483522956494887646?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/6483522956494887646/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/11/protein-structure-prediction_19.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6483522956494887646'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6483522956494887646'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/11/protein-structure-prediction_19.html' title='Protein Structure Prediction'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://2.bp.blogspot.com/_H3VvAQred7I/SSRk2fhaW7I/AAAAAAAAAIo/DjM8eZCn8Tw/s72-c/Protein+Structure.jpg' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-494323159357405045</id><published>2008-11-25T11:45:00.001-08:00</published><updated>2008-11-25T12:07:44.096-08:00</updated><title type='text'>Secondary Structure Prediction</title><content type='html'>It allows us to &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;find where&lt;/strong&gt;&lt;/span&gt; secondary structural elements &lt;span style="color: rgb(255, 192, 0);"&gt;(&lt;strong&gt;α helices, β sheets, loops) are located.&lt;/strong&gt;&lt;/span&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SSxaT9I5YWI/AAAAAAAAAJI/hul--S77YUk/s1600-h/AlphaHelix.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 169px; height: 400px;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SSxaT9I5YWI/AAAAAAAAAJI/hul--S77YUk/s400/AlphaHelix.png" alt="" id="BLOGGER_PHOTO_ID_5272688562619900258" border="0" /&gt;&lt;/a&gt; &lt;span xmlns=""&gt;&lt;p&gt;Secondary Structure Predictors&lt;br /&gt;&lt;/p&gt;&lt;ol&gt;&lt;li&gt;Chou-Fasman&lt;br /&gt;&lt;/li&gt;&lt;li&gt;COMBINE&lt;br /&gt;&lt;/li&gt;&lt;li&gt;GORIII&lt;br /&gt;&lt;/li&gt;&lt;li&gt;PRISM&lt;br /&gt;&lt;/li&gt;&lt;li&gt;PHD0&lt;br /&gt;&lt;/li&gt;&lt;li&gt;PHD3&lt;br /&gt;&lt;/li&gt;&lt;li&gt;PSIPred&lt;br /&gt;&lt;/li&gt;&lt;/ol&gt;&lt;p&gt;PSIPred uses most recent algorithm that can predict secondary structure of about 80% accuracy.&lt;/p&gt;&lt;p&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://1.bp.blogspot.com/_H3VvAQred7I/SSxXhez19jI/AAAAAAAAAI4/hGq8FPGQpS4/s1600-h/SecondaryStructurePredictors.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 400px; height: 234px;" src="http://1.bp.blogspot.com/_H3VvAQred7I/SSxXhez19jI/AAAAAAAAAI4/hGq8FPGQpS4/s400/SecondaryStructurePredictors.png" alt="" id="BLOGGER_PHOTO_ID_5272685496461817394" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-size:130%;"&gt;&lt;span style="color: rgb(255, 0, 0); font-weight: bold;"&gt;Protein Threading or Protein Fold Recognition&lt;/span&gt;&lt;/span&gt;&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://2.bp.blogspot.com/_H3VvAQred7I/SSxaTxDEgdI/AAAAAAAAAJA/V5IEE6HFfvI/s1600-h/BovineCarboxypeptidaseA.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer; width: 312px; height: 291px;" src="http://2.bp.blogspot.com/_H3VvAQred7I/SSxaTxDEgdI/AAAAAAAAAJA/V5IEE6HFfvI/s400/BovineCarboxypeptidaseA.png" alt="" id="BLOGGER_PHOTO_ID_5272688559374238162" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;p&gt;Although proteins are of large no, tertiary structural motifs are limited to which most protein belongs. It is speculated that about &lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;1000 distinct protein folding patterns&lt;/strong&gt;&lt;/span&gt; may be present in total. &lt;span style="color: rgb(0, 176, 80);"&gt;&lt;strong&gt;Surprisingly, a few dozen folding patterns account for about half of all known protein structures&lt;/strong&gt;&lt;/span&gt;. This helps to use previously solved structures as starting point.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;To identify the fold the sequence is &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;compared with all 500+ folds in library of known protein structure&lt;/strong&gt;&lt;/span&gt;.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;If pair-wise alignment shows &lt;span style="color: rgb(255, 192, 0);"&gt;&lt;strong&gt;less than or nearly 30% identity&lt;/strong&gt;&lt;/span&gt; then it is ideal to be used for protein fold recognitions.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;When successful, structure from fold recognition may be about &lt;span style="color: rgb(112, 48, 160);"&gt;&lt;strong&gt;3-6Å RMSD&lt;/strong&gt;&lt;/span&gt; (root mean square deviation) from actual structure.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;Problems:&lt;br /&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;Only 70% chance there that top 10 prediction contain correct fold.&lt;br /&gt;&lt;/li&gt;&lt;li&gt;To reduce the number of predictions one requires more information like functional information (as function depicts structure), motifs, and position of exposed residues.&lt;br /&gt;&lt;/li&gt;&lt;li&gt;Still there is 30% chance that none of top prediction correct.&lt;br /&gt;&lt;/li&gt;&lt;li&gt;Quality result heavily depends on amount of information from other methods and human expertise.&lt;br /&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;br /&gt;&lt;a href="http://bioinsilico.blogspot.com/2008/11/protein-structure-prediction_19.html"&gt;Previous&lt;/a&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-494323159357405045?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/494323159357405045/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/11/secondary-structure-prediction_25.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/494323159357405045'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/494323159357405045'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/11/secondary-structure-prediction_25.html' title='Secondary Structure Prediction'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://3.bp.blogspot.com/_H3VvAQred7I/SSxaT9I5YWI/AAAAAAAAAJI/hul--S77YUk/s72-c/AlphaHelix.png' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-7718044721274093038</id><published>2008-10-19T10:17:00.001-07:00</published><updated>2008-10-19T10:35:15.216-07:00</updated><title type='text'>Restriction Enzyme</title><content type='html'>Have you ever asked a question that if restriction enzyme could ingest invading viral DNA then &lt;span style="color: rgb(146, 208, 80);"&gt;&lt;strong&gt;why don't it destroy cell's own DNA&lt;/strong&gt;&lt;/span&gt;????&lt;br /&gt;&lt;span xmlns=""&gt;&lt;p&gt;Reason behind it that all restriction enzyme &lt;span style="color:red;"&gt;are paired with methylases&lt;/span&gt;  that &lt;span style="color: rgb(112, 48, 160);"&gt;recognize and methylate restriction DNA sites.&lt;/span&gt; After methylation, DNA site(e.g. GAATTC in case of EcoRI) are protected against most restriction endonucleases.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;The two enzymes: Restriction endonuclease and methylase are collectively called &lt;span style="color: rgb(227, 108, 10);"&gt;&lt;strong&gt;Restriction-Modification system or R-M System&lt;/strong&gt;&lt;/span&gt;.&lt;br /&gt;&lt;/p&gt;&lt;p&gt;But what about &lt;span style="color: rgb(194, 214, 155);"&gt;&lt;strong&gt;newly synthesized strand&lt;/strong&gt;&lt;/span&gt; that will be unmethylated just after replication?? &lt;span style="color: rgb(194, 214, 155);"&gt;&lt;strong&gt;How does it protect &lt;/strong&gt;&lt;/span&gt;it self from its own restriction enzymes??&lt;br /&gt;&lt;/p&gt;&lt;p&gt;In this case every time the cellular DNA replicates, one strand of the daughter duplex will be a newly made strand and will be unmethylated. But the other will be a parental strand and therefore be methylated. This half-methylation&lt;span style="color:red;"&gt;&lt;strong&gt; (hemimethylation&lt;/strong&gt;&lt;/span&gt;) is &lt;span style="color: rgb(112, 48, 160);"&gt;enough to protect&lt;/span&gt; the DNA duplex against cleavage by the great majority of restriction endonucleases, so the methylase has time to find the site and methylate the other strand yielding fully methylated DNA.&lt;a onblur="try {parent.deselectBloggerImageGracefully();} catch(e) {}" href="http://3.bp.blogspot.com/_H3VvAQred7I/SPtvRzgeJBI/AAAAAAAAAG4/GvWO4MFXDpA/s1600-h/Hemimethylation.png"&gt;&lt;img style="margin: 0px auto 10px; display: block; text-align: center; cursor: pointer;" src="http://3.bp.blogspot.com/_H3VvAQred7I/SPtvRzgeJBI/AAAAAAAAAG4/GvWO4MFXDpA/s400/Hemimethylation.png" alt="" id="BLOGGER_PHOTO_ID_5258919341560046610" border="0" /&gt;&lt;/a&gt;&lt;/p&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-7718044721274093038?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/7718044721274093038/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/10/restriction-enzyme.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/7718044721274093038'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/7718044721274093038'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/10/restriction-enzyme.html' title='Restriction Enzyme'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://3.bp.blogspot.com/_H3VvAQred7I/SPtvRzgeJBI/AAAAAAAAAG4/GvWO4MFXDpA/s72-c/Hemimethylation.png' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-6238456690263518963</id><published>2008-09-25T11:20:00.001-07:00</published><updated>2008-09-25T11:53:39.184-07:00</updated><title type='text'>Comparative genomics</title><content type='html'>&lt;span xmlns=""&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Let us first define &lt;span style="color:red;"&gt;what &lt;strong&gt;comparative genomics&lt;/strong&gt;&lt;/span&gt; actually &lt;span style="color:red;"&gt;mean&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;It is practice of &lt;span style="color:#548dd4;"&gt;analyzing &lt;/span&gt;and &lt;span style="color:#e36c0a;"&gt;comparing genetic material&lt;/span&gt; of different species for purpose of &lt;span style="color:#92d050;"&gt;studying functions of genes&lt;/span&gt;, &lt;span style="color:#548dd4;"&gt;studying evolution&lt;/span&gt; and &lt;span style="color:#92d050;"&gt;inherited diseases&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;But &lt;span style="color:#ffc000;"&gt;&lt;strong&gt;why&lt;/strong&gt;&lt;br /&gt;&lt;/span&gt;do we &lt;span style="color:#ffc000;"&gt;&lt;strong&gt;require comparative genomics&lt;/strong&gt;&lt;/span&gt;? What is importance of it?&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;It tells us what are &lt;span style="color:#92d050;"&gt;unique&lt;/span&gt; and &lt;span style="color:#92d050;"&gt;common&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#95b3d7;"&gt;between different species&lt;/span&gt; at &lt;span style="color:#e36c0a;"&gt;genome level&lt;/span&gt;. E.g. To &lt;span style="color:#e36c0a;"&gt;identify&lt;/span&gt; unique &lt;span style="color:#b2a1c7;"&gt;crucial protein&lt;/span&gt; in &lt;span style="color:#76923c;"&gt;pathogens&lt;/span&gt; to &lt;span style="color:#b2a1c7;"&gt;use as&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#e36c0a;"&gt;targets &lt;/span&gt;for products that are both safe and effective.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Genome comparison is surest and most reliable way to &lt;span style="color:#92d050;"&gt;indentify genes&lt;/span&gt; , &lt;span style="color:#ffc000;"&gt;predict their functions and interactions&lt;/span&gt;. E.g. To distinguish between orthologues and paralogues.&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Here we have two new terms: &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;Orthologues and Paralogues&lt;/strong&gt;&lt;/span&gt;. Actually genes &lt;span style="color:#92d050;"&gt;&lt;strong&gt;with similar sequence&lt;/strong&gt;&lt;/span&gt; are called &lt;span style="color:#0070c0;"&gt;homologous genes&lt;/span&gt;. These genes may undergo gene duplication or even get divergent in functions during the course of evolution. Genes with &lt;span style="color:#92d050;"&gt;&lt;strong&gt;similar sequence and functions&lt;/strong&gt;&lt;/span&gt; are called &lt;span style="color:#0070c0;"&gt;orthologues&lt;/span&gt; and genes with &lt;span style="color:#92d050;"&gt;&lt;strong&gt;similar sequence and different functions &lt;/strong&gt;&lt;/span&gt;are called &lt;span style="color:#0070c0;"&gt;paralogues&lt;/span&gt;. E.g. Genes encoding myoglobin and hemoglobin are paralogues.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Functions of human genes and other regions of DNA can be revealed by studying their counterpart in lower organisims.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="TEXT-ALIGN: center"&gt;&lt;span style="font-family:Berlin Sans FB;font-size:16;color:#0070c0;"&gt;&lt;strong&gt;Comparison of Complete Genome Sequences&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 18pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;a href="http://1.bp.blogspot.com/_H3VvAQred7I/SNvbFQoqQJI/AAAAAAAAAFw/KjWvlM5wA5U/s1600-h/hpylori-16.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5250030674041782418" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://1.bp.blogspot.com/_H3VvAQred7I/SNvbFQoqQJI/AAAAAAAAAFw/KjWvlM5wA5U/s320/hpylori-16.png" border="0" /&gt;&lt;/a&gt;Here we take &lt;span style="color:#92d050;"&gt;example&lt;/span&gt; of&lt;span style="color:red;"&gt;&lt;br /&gt;&lt;strong&gt;&lt;em&gt;helicobacter pylori&lt;/em&gt;&lt;/strong&gt;&lt;/span&gt;&lt;strong&gt;&lt;em&gt;.&lt;/em&gt;&lt;/strong&gt; We shall compare 2 strains of H.pylori and study their strain specific diversity.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 18pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Let's first give you a note for Helicobacter Pylori. It is an organism that &lt;span style="color:#92d050;"&gt;colonizes in&lt;/span&gt; the &lt;span style="color:#92d050;"&gt;human gastric mucosa&lt;/span&gt;.&lt;a href="http://3.bp.blogspot.com/_H3VvAQred7I/SNvbE82iusI/AAAAAAAAAFo/txEkQ16x7qw/s1600-h/helicobacter_eng.jpg"&gt;&lt;img id="BLOGGER_PHOTO_ID_5250030668731300546" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://3.bp.blogspot.com/_H3VvAQred7I/SNvbE82iusI/AAAAAAAAAFo/txEkQ16x7qw/s320/helicobacter_eng.jpg" border="0" /&gt;&lt;/a&gt; It &lt;span style="color:#ffc000;"&gt;induces&lt;/span&gt; gastric inflammation which can progress &lt;span style="color:#ffc000;"&gt;to ulcer, gastric cancer&lt;/span&gt;, or mucosal associated lymphoma.&lt;a href="http://3.bp.blogspot.com/_H3VvAQred7I/SNvbGDulORI/AAAAAAAAAGA/xlq5IklhrlY/s1600-h/invasion.jpg"&gt;&lt;img id="BLOGGER_PHOTO_ID_5250030687756826898" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://3.bp.blogspot.com/_H3VvAQred7I/SNvbGDulORI/AAAAAAAAAGA/xlq5IklhrlY/s320/invasion.jpg" border="0" /&gt;&lt;/a&gt; &lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 18pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;/span&gt; &lt;/p&gt;&lt;p style="MARGIN-LEFT: 18pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;About 60 to 80% of Asian and 30 to 40% of population in US are being affected by this. Remember that not all strains of H.Pylori cause diseases. &lt;span style="color:#ffc000;"&gt;Some are even beneficial to host&lt;/span&gt;. So the question arises &lt;span style="color:#92d050;"&gt;what cause the difference???&lt;/span&gt; Is it strain specific diversity or host diversity? R A Alm was the person who first compared genomes of two strains of H. Pylori: J99 and 26695.&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;p style="MARGIN-LEFT: 18pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#4f81bd;"&gt;&lt;strong&gt;What shall we compare??&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:red;"&gt;&lt;strong&gt;Statistics of Genome&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;Size&lt;/span&gt; of genome i.e. total number of base pairs.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#92d050;"&gt;Overall G+C content&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Location of &lt;span style="color:#92d050;"&gt;regions&lt;/span&gt; with &lt;span style="color:#92d050;"&gt;different GC content&lt;/span&gt; and are they located in corresponding regions in both genomes.&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The two strains had similar genome size and G+C content and there were about &lt;span style="color:#00b0f0;"&gt;4&lt;/span&gt; regions of different G+C content.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:red;"&gt;&lt;strong&gt;Predicted Open Reading Frames&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 28pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Before knowing what to compare let us first describe how to identify genes in genome??&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 28pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;For &lt;span style="color:#ffc000;"&gt;&lt;strong&gt;identifying genes&lt;/strong&gt;&lt;/span&gt; in case of &lt;span style="color:#95b3d7;"&gt;prokaryotes&lt;/span&gt; there are different statistical methods such as &lt;span style="color:#92d050;"&gt;&lt;strong&gt;GenMark, Glimmer&lt;/strong&gt;&lt;/span&gt;. But eukaryotes are far more complex because of large intron regions and alternate splicing. So predicting of genes becomes quite difficult. Different statistical methods used to indentify genes in case of &lt;span style="color:#95b3d7;"&gt;eukaryotes&lt;/span&gt; are &lt;span style="color:#92d050;"&gt;&lt;strong&gt;GenScan, Genie.&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="MARGIN-LEFT: 28pt"&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Here are the thing that we have to find out.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul style="MARGIN-LEFT: 64pt"&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;Total no.&lt;/span&gt; of predicted ORFs.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;%&lt;/span&gt; of coding regions&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;Average length&lt;/span&gt; of ORFs&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;Predicted genes&lt;/span&gt; with homology and its &lt;span style="color:#ffc000;"&gt;assigned function&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Predicted genes with homology and &lt;span style="color:#ffc000;"&gt;no &lt;/span&gt;assigned function&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;Organism specific genes&lt;/span&gt; i.e. the genes that are not found yet in any other organism genome.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#ffc000;"&gt;Strain – specific genes&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#ffc000;"&gt;Location&lt;/span&gt; of strain specific genes&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;In H.Pylori half of strain-specific genes are clustered in &lt;span style="color:#92d050;"&gt;&lt;strong&gt;plasticity zone&lt;/strong&gt;&lt;/span&gt; with different G+C content which suggests horizontal DNA transfer (&lt;span style="color:#00b0f0;"&gt;Horizontal evolution&lt;/span&gt; and not vertical which is the general case)&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:red;"&gt;&lt;strong&gt;Paralogues and Othologues&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Find out if gene belongs to &lt;span style="color:#92d050;"&gt;which paralogous family&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;DNA sequence difference between orthologues&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Protein sequence difference between orthologues&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;In J99 strain 337 genes are members of 113 paralogous family.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:black;"&gt;DNA-sequence differences between orthologues are mainly found in the third position of coding triplets.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#810000;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;span style="color:black;"&gt;8 genes were with more than 98% nucleotide identity.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:black;"&gt;310 proteins were with more than 98% amino-acid identity.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:red;"&gt;&lt;strong&gt;Genomic Organization and gene order&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Look for &lt;span style="color:#92d050;"&gt;duplication, inversion, translocation&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Check &lt;span style="color:#92d050;"&gt;if gene order is conserved&lt;/span&gt; between genomes&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;In J99 3 single copy genes have complete or partial duplication.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;10 regions showed translocation and inversion.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;a href="http://4.bp.blogspot.com/_H3VvAQred7I/SNvbF3__TDI/AAAAAAAAAF4/MvAQye4Pg84/s1600-h/Hpylori.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5250030684608613426" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://4.bp.blogspot.com/_H3VvAQred7I/SNvbF3__TDI/AAAAAAAAAF4/MvAQye4Pg84/s320/Hpylori.png" border="0" /&gt;&lt;/a&gt;In case of gene order conservation,&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;84% have same neighbor in each side in both genomes&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;13% are flanked by strain specific genes, so no same neighbor&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;1.8% have different neighbor on one side because of organization difference &lt;/span&gt;&lt;/div&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-6238456690263518963?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/6238456690263518963/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/09/let-us-first-define-what-comparative.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6238456690263518963'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6238456690263518963'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/09/let-us-first-define-what-comparative.html' title='Comparative genomics'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://1.bp.blogspot.com/_H3VvAQred7I/SNvbFQoqQJI/AAAAAAAAAFw/KjWvlM5wA5U/s72-c/hpylori-16.png' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-2302051939947761666</id><published>2008-09-05T23:20:00.001-07:00</published><updated>2008-09-06T00:20:33.687-07:00</updated><title type='text'>Bioinformatics Companies</title><content type='html'>&lt;span xmlns=""&gt;&lt;ol&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Metahelix Life Sciences Pvt. Ltd. ( Biotech )&lt;/li&gt;&lt;/span&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Invitrogen ( bioinfo + biotech )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:red;"&gt;Brainwave Biosolutions limited&lt;/span&gt;&lt;span style="color:black;"&gt; ( bioinfo)&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;/li&gt;&lt;/ol&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;+ Data mining using our proprietary software and manual curation, backed by NLP&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;+ Design, implementation &amp;amp; integration of biological and chemical databases; relational, xml, various parsers&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;+ Data analysis support; neural network, HMM&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;+ Customized tool development to support laboratory experiments&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;+ Analytical tool development as per the scientific requirements&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;ol&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Connexios Life Sciences Pvt. Ltd. ( biotech+ bioinfo)&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:red;"&gt;Invenio Biosolutions&lt;/span&gt;&lt;span style="color:black;"&gt; ( biotech )&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Offers custom software development for gene and protein sequence analysis, and drug discovery.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:red;"&gt;Infosys Technologies Ltd&lt;/span&gt; ( bioinfo)&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:red;"&gt;Accelrys Software Solutions Pvt. Ltd&lt;/span&gt;&lt;span style="color:black;"&gt;. ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;MWG Biotech Pvt. Ltd.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Quintiles Technologies (India) Pvt. Ltd.( clinical trial )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Carl Zeiss India Pvt. Ltd. ( biomedical instruements )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;ReaMetrix India Pvt. Ltd. ( biotech )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:red;"&gt;Infovalley, Bangalore&lt;/span&gt;&lt;span style="color:black;"&gt; ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Bioinformatician&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Responsibilities:&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Provide training on bioinformatics-related concepts, applications and tools&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Collaborate and con9ult with researchers to analyze problems, recommend technology-based solutions, and design computational strategies for a wide range of biological research&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•contribute to the design, development, implementation, and testing of biocomputing tools&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;.Develop computational tools in biology that use genomic data to generate biological hrohteseel&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Create or modify web-based bioinformatics tools, public domain biological databases and software tools for sequence, domain, and structural analysis&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•ensure completion of deliverables and adherence to timelines&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Analyze and resolve issues that have the potential to jsparchze perfomiance and/or ability to meet agreed upon daliverables&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Perform any other related duties incidental to the wirk described herein&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Other duties as assigned&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Job Specification:&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•work requires a BSc. in Bioinformatics or Biotechnology with demonstrable computational skills or a BSc. in computer science with a strong interest in biology/genomics. Master or Ph.D. preferred.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•work requires at least 1 years of experience in bioinformatics.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Experience with web-based bioinformatics tools, public domain biological databeses and software tools for sequenoe, domain and structural analysis.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Familiarity with and development of computational tools in biology that use genomic data to ganerate biological hypotheses.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Experience with a procedural language, proficient in Java, Peil, 'C', web design, DNA genome informatics, proteomics informatics, statistics, and computer science.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Expeiience with relational databases and sQL helpful.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;•Fresh graduate is enoouraged to apply.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Molecular Connection Pvt Ltd ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Biocon Ltd. ( biotech )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Mphasis IT Services( clinical data mangement )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Vivus Health Center, Bangalore ( helth care )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;AstraZeneca India Pvt Ltd.( drug discovery )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:red;"&gt;Ocimum Biosolutions Ltd., Hyderabad&lt;/span&gt;&lt;span style="color:black;"&gt; ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Ocimum Biosolutions is a leading integrated genomics company providing comprehensive Genomic Reference Databases, Life-Science Lab Information Management Solutions, GLP compliant Microarray Services and essential research consumables. Over 2/3rd of the top 25 Pharma companies, leading research institutes and emerging biotech companies worldwide have chosen us as their preferred outsourcing partner and utilize our expertise for understanding underlying mechanisms of diseases, discovery and prioritization of gene targets &amp;amp; biomarkers. &lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Gene Logic Databases and Software&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;BioExpress®&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;ToxExpress®&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Genesis and GX Connect Bioinformatics Products / Web Solutions&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;ToxShield™&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;ASCENTA® and SCIANTIS®&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Genowiz™, Genchek™, iRNAchek™ and OptGene™&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;LIMS Solutions&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Biotracker™ for Life Science Research&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Biotracker™ for Manufacturing&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Biotracker™ for Pre-Clinical Custom Bioinformatics Services&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Pharmacogenomics&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;The BioIT Division consists of reference databases like The BioExpress® and The ToxExpress® System, Enterprise software solutions like Genesis, web based solutions like ASCENTA® and SCIANTIS® . It also includes three 21 CFR Part 11 &amp;amp; GLP compliant, Lab Information Management Systems (LIMS) products - Biotracker™, Biotracker™ for Manufacturing and Biotracker™ for Pre-Clinical and a suite of bioinformatics products, Genchek™ (sequence analysis), OptGene™ (gene design), Genowiz™ (microarray data analysis) and iRNAchek™ (iRNA template design). The division also offers specialized data analysis for different kinds of "omics" data and other custom software services.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Cell Works Group Inc.( bioinfo)&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;GE India Technology Centre Pvt. Ltd ( biomedical sciences )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Strand Life Sciences ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Siri Technologies Pvt. Ltd.( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Thyrocare Technologies Limited ( biotech )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Millipore (India) Pvt. Ltd.( biomedical sciences )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Tata Consultancy Services , hyd ( bioinfo )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;TechnoConcepts Pvt. Ltd.( biomed instruments )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Gangagen Biotechnology Pvt. Ltd ( biotech)&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Lab India Instruments Pvt. Ltd. ( biotech instruments )&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;div align="left"&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;Simenens pvt ltd ( biomedical instruments ) &lt;/span&gt;&lt;/div&gt;&lt;/li&gt;&lt;/ol&gt;&lt;p align="center"&gt;&lt;span style="font-family:Comic Sans MS;color:#ff6666;"&gt;You can have Google Search to know more about companies&lt;/span&gt;&lt;span style="font-family:Comic Sans MS;color:black;"&gt;&lt;/p&gt;&lt;p align="center"&gt;&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-2302051939947761666?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/2302051939947761666/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/09/bioinformatics-companies.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/2302051939947761666'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/2302051939947761666'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/09/bioinformatics-companies.html' title='Bioinformatics Companies'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-8581231453301172564</id><published>2008-08-26T11:25:00.001-07:00</published><updated>2008-08-26T12:10:56.401-07:00</updated><title type='text'>DNA Sequencing Methods</title><content type='html'>&lt;span xmlns=""&gt;&lt;span style="font-family:Berlin Sans FB Demi;font-size:14;color:red;"&gt;&lt;strong&gt;Chain Termination Method &lt;/strong&gt;&lt;/span&gt;&lt;span style="font-size:12;"&gt;(Sanger et al 1977)&lt;br /&gt;&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;span xmlns=""&gt;&lt;span style="font-size:12;"&gt;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;In this method &lt;span style="color:#92d050;"&gt;&lt;strong&gt;sequence &lt;/strong&gt;&lt;/span&gt;of &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;single stranded DNA &lt;/strong&gt;&lt;/span&gt;molecule determined.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;This is done by enzymatic synthesis of complementary polynucleotide chain. These chains &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;terminate&lt;/strong&gt;&lt;/span&gt; at specific nucleotide positions.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#e36c0a;"&gt;&lt;strong&gt;Principle&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Single stranded DNA &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;differing in length by single nucleotide &lt;/strong&gt;&lt;/span&gt;can be &lt;span style="color:#92d050;"&gt;&lt;strong&gt;separated &lt;/strong&gt;&lt;/span&gt;by polyacrylamine gel &lt;span style="color:#0070c0;"&gt;&lt;strong&gt;electrophoresis&lt;/strong&gt;&lt;/span&gt;. So we can get lengths from 10 to 1500 nucleotide into series of bands.&lt;br /&gt;&lt;/p&gt;&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#f79646;"&gt;&lt;strong&gt;Steps &lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Starting material is &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;identical &lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#548dd4;"&gt;&lt;strong&gt;s&lt;/strong&gt;&lt;/span&gt;ingle &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;s&lt;/strong&gt;&lt;/span&gt;tranded &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;DNA&lt;/strong&gt; &lt;/span&gt;molecule.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Then short&lt;span style="color:#d99594;"&gt;&lt;strong&gt; oligonucleotide&lt;/strong&gt;&lt;/span&gt; is annealed to each single stranded molecule at &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;same position&lt;/strong&gt;&lt;/span&gt;. These gonucleotide acts &lt;strong&gt;&lt;span style="color:#d99594;"&gt;as primer&lt;/span&gt;.&lt;/strong&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Strand synthesis requires DNA polymerase , dNTPs (Deoxyribonuleotide triphosphate) as substrate.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The DNA &lt;span style="color:#c2d69b;"&gt;&lt;strong&gt;synthesis &lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;doesn't continue&lt;/strong&gt;&lt;/span&gt; for&lt;span style="color:#00b0f0;"&gt;&lt;strong&gt; long&lt;/strong&gt;&lt;/span&gt; because along with dNTPs small amount of &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;ddNTPs&lt;/strong&gt;&lt;/span&gt;( &lt;span style="color:#92d050;"&gt;&lt;strong&gt;Dideoxyribonucleotide triphosphate&lt;/strong&gt;&lt;/span&gt; – It &lt;span style="color:#fabf8f;"&gt;&lt;strong&gt;lacks 3'-hydroxyl group&lt;/strong&gt;&lt;/span&gt; need to form connection with next nucleotide) is &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;added&lt;/strong&gt;&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The &lt;span style="color:#8db3e2;"&gt;&lt;strong&gt;polymerase &lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#0070c0;"&gt;&lt;strong&gt;can't discriminate &lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#ccc0d9;"&gt;&lt;strong&gt;ddNTPs and dNTPs&lt;/strong&gt;&lt;/span&gt; , so when &lt;span style="color:#8db3e2;"&gt;&lt;strong&gt;corporated&lt;/strong&gt;&lt;/span&gt; is growing chain &lt;span style="color:#ccc0d9;"&gt;&lt;strong&gt;causes termination&lt;/strong&gt;&lt;/span&gt; i.e. blocks next nucleotide addition.&lt;img id="BLOGGER_PHOTO_ID_5238898318797096930" style="DISPLAY: block; MARGIN: 0px auto 10px; CURSOR: hand; TEXT-ALIGN: center" alt="" src="http://4.bp.blogspot.com/_H3VvAQred7I/SLROQ5pKx-I/AAAAAAAAAE8/nu0hUk9yTW0/s320/Chain+Terminatation+Sequencing.bmp" border="0" /&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#f79646;"&gt;&lt;strong&gt;Chain Termination Sequencing &lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;If &lt;span style="color:#8db3e2;"&gt;&lt;strong&gt;ddATP&lt;/strong&gt;&lt;/span&gt; is present then it causes &lt;span style="color:#8db3e2;"&gt;&lt;strong&gt;termination at&lt;/strong&gt;&lt;/span&gt; position opposite in &lt;span style="color:#8db3e2;"&gt;&lt;strong&gt;T &lt;/strong&gt;&lt;/span&gt;of&lt;span style="color:#8db3e2;"&gt;&lt;strong&gt; template DNA&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;But as &lt;span style="color:#c2d69b;"&gt;&lt;strong&gt;dATP is also present&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#92cddc;"&gt;&lt;strong&gt;termination may not&lt;/strong&gt;&lt;/span&gt; occur &lt;span style="color:#d6e3bc;"&gt;&lt;strong&gt;at first T&lt;/strong&gt;&lt;/span&gt;. It will &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;continue until ddATP is incorporated&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;So a &lt;span style="color:#92d050;"&gt;&lt;strong&gt;set &lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#76923c;"&gt;&lt;strong&gt;of new chains&lt;/strong&gt;&lt;/span&gt; all of &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;different lengths&lt;/strong&gt;&lt;/span&gt; ending with ddATP is &lt;span style="color:#948a54;"&gt;&lt;strong&gt;produced&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;These chains is loaded into one lane&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Similarly &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;family&lt;/strong&gt;&lt;/span&gt; generated form &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;ddGTP, ddCTP, ddTTP&lt;/strong&gt;&lt;/span&gt; is loaded into 3 &lt;span style="color:#c2d69b;"&gt;&lt;strong&gt;adjacent lanes&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Then &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;electrophoresis&lt;/strong&gt;&lt;/span&gt; is &lt;span style="color:#4f81bd;"&gt;&lt;strong&gt;done&lt;/strong&gt;&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;Now the &lt;span style="color:#7030a0;"&gt;&lt;strong&gt;sequence&lt;/strong&gt;&lt;/span&gt; can be directly &lt;span style="color:#7030a0;"&gt;&lt;strong&gt;read&lt;/strong&gt;&lt;/span&gt; for &lt;span style="color:#92d050;"&gt;&lt;strong&gt;position of band&lt;/strong&gt;&lt;/span&gt; in gel&lt;br /&gt;&lt;/span&gt;&lt;/li&gt;&lt;/ul&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#f79646;"&gt;&lt;strong&gt;Production of Single Stranded Template &lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Cloning DNA in Plasmid Vector:&lt;/strong&gt;&lt;/span&gt; &lt;span style="color:#548dd4;"&gt;Resulting DNA&lt;/span&gt; is &lt;span style="color:#548dd4;"&gt;&lt;strong&gt;double&lt;/strong&gt; stranded&lt;/span&gt;. It is &lt;span style="color:#fabf8f;"&gt;converted to single stranded&lt;/span&gt; by &lt;span style="color:#8db3e2;"&gt;denaturation&lt;/span&gt; with alkali or boiling&lt;br /&gt;&lt;/li&gt;&lt;/span&gt;&lt;li&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;strong&gt;&lt;span style="color:#9bbb59;"&gt;Shortcoming&lt;/span&gt;:&lt;/strong&gt; Difficult to prepare sample which is not &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;contaminated&lt;/strong&gt;&lt;/span&gt; with small quantities of &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;bacterial RNA and DNA&lt;/strong&gt;&lt;/span&gt; which may act as &lt;span style="color:#d99594;"&gt;spurious primer or template.&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;a href="http://1.bp.blogspot.com/_H3VvAQred7I/SLROk4in7XI/AAAAAAAAAFE/yCoieTWgVLY/s1600-h/M13.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5238898662098595186" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://1.bp.blogspot.com/_H3VvAQred7I/SLROk4in7XI/AAAAAAAAAFE/yCoieTWgVLY/s320/M13.png" border="0" /&gt;&lt;/a&gt;Cloning DNA in Bacteriophage M13 Vector:&lt;/strong&gt;&lt;/span&gt; M13 bacteriophage has &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;single stranded DNA genome.&lt;/strong&gt;&lt;/span&gt; It is converted to &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;double stranded replicative form after infection&lt;/strong&gt;&lt;/span&gt;. The advantage is that these replicative forms can be &lt;span style="color:#c2d69b;"&gt;manipulated&lt;/span&gt; in &lt;span style="color:#92cddc;"&gt;same way as plasmid vector&lt;/span&gt; i.e. inserted by restriction followed by ligation. Then single stranded DNA clone can be obtained from multiplied M13 bacteriophage after infection. The disadvantage is DNA &lt;span style="color:#92cddc;"&gt;fragments inserted longer than 3kb&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#c2d69b;"&gt;suffer deletions or rearrangement&lt;/span&gt;.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;a href="http://1.bp.blogspot.com/_H3VvAQred7I/SLROlSU1kaI/AAAAAAAAAFM/xuCHsYNWj9U/s1600-h/PCR+Metallic+bead.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5238898669020090786" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://1.bp.blogspot.com/_H3VvAQred7I/SLROlSU1kaI/AAAAAAAAAFM/xuCHsYNWj9U/s320/PCR+Metallic+bead.png" border="0" /&gt;&lt;/a&gt;PCR:&lt;/strong&gt;&lt;/span&gt; There are various ways. One of them is carrying out PCR with one normal&lt;span style="color:#92cddc;"&gt; primer &lt;/span&gt;and one&lt;span style="color:#92cddc;"&gt; labeled&lt;/span&gt; with &lt;span style="color:#0070c0;"&gt;&lt;strong&gt;metallic bead&lt;/strong&gt;&lt;/span&gt;. Labeled strand can be &lt;span style="color:#b2a1c7;"&gt;purified&lt;/span&gt; by using &lt;span style="color:#c2d69b;"&gt;magnetic device&lt;/span&gt;.&lt;br /&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/span&gt;&lt;p&gt;&lt;br /&gt;&lt;br /&gt;&lt;/p&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;color:#f79646;"&gt;&lt;strong&gt;Properties of DNA polymerase for Chain Termination Sequencing&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;High Processivity:&lt;/strong&gt;&lt;/span&gt; So that it doesn't dissociate form template before incorporation chain terminating nucleotide &lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Negligible or Zero 5' &lt;/span&gt;→&lt;span style="font-family:Comic Sans MS;"&gt;3' Exonuclease Activity:&lt;/span&gt;&lt;/strong&gt;&lt;/span&gt;&lt;span style="font-family:Comic Sans MS;"&gt; Removal of nucleotides for 5' ends of newly synthesized strands alters lengths of these strands. So, it becomes impossible to read sequence from banding pattern&lt;/span&gt;&lt;/span&gt;&lt;/li&gt;&lt;li&gt;&lt;span style="font-size:12;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Negligible or Zero 3'&lt;/span&gt;→&lt;span style="font-family:Comic Sans MS;"&gt;5' Exonuclease Activity: &lt;/span&gt;&lt;/strong&gt;&lt;/span&gt;&lt;span style="font-family:Comic Sans MS;"&gt;To assure polymerase does not remove chain termination nucleotide once incorporated. &lt;/span&gt;&lt;/span&gt;&lt;br /&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The polymerase with these properties &lt;span style="color:#e36c0a;"&gt;doesn't occur naturally&lt;/span&gt;. It is produced artificially by modifying enzyme. &lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;span style="font-size:12;"&gt;&lt;span style="font-family:Comic Sans MS;color:#92d050;"&gt;&lt;strong&gt;Klenow Polymerase:&lt;/strong&gt;&lt;/span&gt;&lt;span style="font-family:Comic Sans MS;"&gt; It is version of &lt;span style="color:#e36c0a;"&gt;E.Coli Polymerase I&lt;/span&gt; with &lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;5' &lt;/strong&gt;&lt;/span&gt;&lt;/span&gt;&lt;strong&gt;→&lt;span style="font-family:Comic Sans MS;color:#00b0f0;"&gt;3' exonuclease&lt;/span&gt;&lt;/strong&gt;&lt;span style="font-family:Comic Sans MS;"&gt; activity removed. It has &lt;span style="color:#76923c;"&gt;low processivity&lt;/span&gt;&lt;span style="color:#c2d69b;"&gt;.&lt;/span&gt; So, gives non-specific bands called shadow bands. Hence it is not used now.&lt;br /&gt;&lt;/li&gt;&lt;/span&gt;&lt;/span&gt;&lt;li&gt;&lt;p&gt;&lt;span style="font-size:12;"&gt;&lt;span style="font-family:Comic Sans MS;color:#92d050;"&gt;&lt;strong&gt;Sequenase:&lt;/strong&gt;&lt;/span&gt;&lt;span style="font-family:Comic Sans MS;"&gt; It is modified version of &lt;span style="color:#e36c0a;"&gt;DNA polymerase of &lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;&lt;strong&gt;T7&lt;/strong&gt;&lt;/span&gt;&lt;span style="color:#e36c0a;"&gt; bacteriophage&lt;/span&gt;. It has &lt;span style="color:#e36c0a;"&gt;high processivity and no exonuclease activity&lt;/span&gt;. Hence this is the enzyme which is used in chain termination reaction.&lt;/span&gt; &lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-8581231453301172564?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/8581231453301172564/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/dna-sequencing-methods.html#comment-form' title='1 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/8581231453301172564'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/8581231453301172564'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/dna-sequencing-methods.html' title='DNA Sequencing Methods'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://4.bp.blogspot.com/_H3VvAQred7I/SLROQ5pKx-I/AAAAAAAAAE8/nu0hUk9yTW0/s72-c/Chain+Terminatation+Sequencing.bmp' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>1</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-1117333431723358796</id><published>2008-08-22T11:48:00.001-07:00</published><updated>2008-08-22T12:42:25.834-07:00</updated><title type='text'>Sequencing and Identification of Protein</title><content type='html'>&lt;div&gt;&lt;span xmlns=""&gt;&lt;br /&gt;&lt;div&gt;&lt;ol&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;color:red;"&gt;&lt;strong&gt;Sample Preparation&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Hundreds and thousands of copies of single cell type is made from which protein can be extracted. &lt;a href="http://3.bp.blogspot.com/_H3VvAQred7I/SK8SfA7tBwI/AAAAAAAAAEc/jPKHwXmPHRY/s1600-h/Clone+Preparation.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237425215690835714" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://3.bp.blogspot.com/_H3VvAQred7I/SK8SfA7tBwI/AAAAAAAAAEc/jPKHwXmPHRY/s320/Clone+Preparation.png" border="0" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Get Cell:&lt;/strong&gt;&lt;/span&gt; Cell of &lt;span style="color:#548dd4;"&gt;single type&lt;/span&gt; is grown, obtained &lt;span style="color:#d99594;"&gt;from biopsy&lt;/span&gt; or &lt;span style="color:#e36c0a;"&gt;body fluids&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Culture Cell:&lt;/strong&gt;&lt;/span&gt; Cells are then placed in &lt;span style="color:#548dd4;"&gt;growth medium&lt;/span&gt; in petridish. Cells feed and multiply. Now base of the petridish is covered with &lt;span style="color:#548dd4;"&gt;thousands of cells&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Make More Copies:&lt;/strong&gt;&lt;/span&gt; Cells are &lt;span style="color:#e36c0a;"&gt;again divided in more petridishes&lt;/span&gt; to get more copies of cells. &lt;span style="color:#8db3e2;"&gt;Millions of copies&lt;/span&gt; are &lt;span style="color:#d99594;"&gt;produced.&lt;/span&gt; Then the cells are scraped from petridish base and &lt;span style="color:#8db3e2;"&gt;put it in test tube &lt;a href="http://1.bp.blogspot.com/_H3VvAQred7I/SK8To12AmvI/AAAAAAAAAE0/-X3xU--TwRM/s1600-h/Protein+Cell+Debris+Separation.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237426484024482546" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://1.bp.blogspot.com/_H3VvAQred7I/SK8To12AmvI/AAAAAAAAAE0/-X3xU--TwRM/s320/Protein+Cell+Debris+Separation.png" border="0" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Add Detergent:&lt;/strong&gt;&lt;/span&gt; Detergent added &lt;span style="color:#8db3e2;"&gt;ruptures outer membrane&lt;/span&gt; of cell membrane. Now the test tube contains &lt;span style="color:#e36c0a;"&gt;proteins along with cell debris&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Spin:&lt;/strong&gt;&lt;/span&gt; The solution is know &lt;span style="color:#548dd4;"&gt;centrifuged&lt;/span&gt; to separate proteins form cell debris like cell membrane, cytoskeleton. After centrifugation the test tube contains &lt;span style="color:#fabf8f;"&gt;cell debris at bottom&lt;/span&gt; and &lt;span style="color:#76923c;"&gt;protein above&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;color:red;"&gt;&lt;strong&gt;Separation&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;A single cell has millions of protein type. Hence there separation is necessary.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;2D Electrophoresis:&lt;/strong&gt;&lt;/span&gt; Separation takes place along line i.e. in one dimension and further separated over an area i.e. in second dimension.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;a href="http://4.bp.blogspot.com/_H3VvAQred7I/SK8SewR_YKI/AAAAAAAAAEM/L0M7TQ17zLM/s1600-h/1D+Separation.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237425211220910242" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://4.bp.blogspot.com/_H3VvAQred7I/SK8SewR_YKI/AAAAAAAAAEM/L0M7TQ17zLM/s320/1D+Separation.png" border="0" /&gt;&lt;/a&gt;First Dimension Separation:&lt;/strong&gt;&lt;/span&gt; Protein is placed in &lt;span style="color:#548dd4;"&gt;gel strip&lt;/span&gt;. The gel strip has &lt;span style="color:#fabf8f;"&gt;pH gradient&lt;/span&gt; that ranges from acidic to alkali. The proteins are &lt;span style="color:#95b3d7;"&gt;color coded based on pI&lt;/span&gt; levels i.e. &lt;span style="color:#b2a1c7;"&gt;isoelectric point&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Then voltage is applied which moves the protein into location where electric charge of protein balances with gradient. Proteins are now &lt;span style="color:#b2a1c7;"&gt;organized according to pI&lt;/span&gt; along line i.e. &lt;span style="color:#548dd4;"&gt;in one dimension&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;&lt;a href="http://4.bp.blogspot.com/_H3VvAQred7I/SK8SfDs6o-I/AAAAAAAAAEU/5-BRAKDvnRk/s1600-h/2D+Separation.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237425216434119650" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://4.bp.blogspot.com/_H3VvAQred7I/SK8SfDs6o-I/AAAAAAAAAEU/5-BRAKDvnRk/s320/2D+Separation.png" border="0" /&gt;&lt;/a&gt;Second Dimension Separation:&lt;/strong&gt;&lt;/span&gt; A solution is added to proteins to &lt;span style="color:#e36c0a;"&gt;give it negative charge.&lt;/span&gt; Then it is transferred to gel sheet in a tray. Voltage is applied. Proteins get &lt;span style="color:#548dd4;"&gt;separated according to size&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Transfer:&lt;/strong&gt;&lt;/span&gt; Proteins are now organized by pI in one dimension and size in second dimension. But still proteins are not completely separated. A &lt;span style="color:#d99594;"&gt;single dot&lt;/span&gt; may contain &lt;span style="color:#548dd4;"&gt;2 to more different protein type&lt;/span&gt;. Now the dots &lt;span style="color:#e36c0a;"&gt;are cut out&lt;/span&gt; and &lt;span style="color:#b2a1c7;"&gt;transferred to 96 well plate or test tubes&lt;/span&gt;. This is done either in hand or using computer through robotic arm.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;color:red;"&gt;&lt;strong&gt;Ionization&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;Cut the protein into smaller pieces (peptides), and then provide a steady stream of peptides to the mass spectrometer.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Cleavage of Proteins:&lt;/strong&gt;&lt;/span&gt; Done by enzyme &lt;span style="color:#548dd4;"&gt;protease.&lt;/span&gt; In avg. peptides of 20 amino acids long chain are produced. Then the mixture is evaporated leaving dry peptides. Then another liquid is added that dissolves these dry peptides.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Separation of Peptides:&lt;/strong&gt;&lt;/span&gt; Then the peptides with solution are carried into &lt;span style="color:#d99594;"&gt;liquid chromatography (LC)&lt;/span&gt;. LC &lt;span style="color:#92cddc;"&gt;has tiny spheres&lt;/span&gt; which attracts the peptides. Then the peptides are &lt;span style="color:#95b3d7;"&gt;freed from spheres&lt;/span&gt; by changing the content of solution slowly.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Spraying of Peptide ions:&lt;/strong&gt;&lt;/span&gt; Peptides then reach end of the cone shaped tube due to electric field produced. Peptides pulled out of the tube into air by electric field. The solvents evaporate from the airborne droplets&lt;span style="color:#548dd4;"&gt;. Positive charge is left behind on peptide&lt;/span&gt;. Then positively charged peptide &lt;span style="color:#e36c0a;"&gt;moves towards negatively charged mass spectrometer.&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;color:red;"&gt;&lt;strong&gt;Mass Spectroscopy&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;a href="http://3.bp.blogspot.com/_H3VvAQred7I/SK8SfZW8mtI/AAAAAAAAAEs/Yuj20-fYJrk/s1600-h/Mass+Spectroscopy.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237425222247553746" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://3.bp.blogspot.com/_H3VvAQred7I/SK8SfZW8mtI/AAAAAAAAAEs/Yuj20-fYJrk/s320/Mass+Spectroscopy.png" border="0" /&gt;&lt;/a&gt;It &lt;span style="color:#548dd4;"&gt;measures &lt;/span&gt;the &lt;span style="color:#548dd4;"&gt;mass &lt;/span&gt;of the peptides and peptide fragments. From it sequence of amino acid can be identified. It consists of &lt;span style="color:#e36c0a;"&gt;two quadrupole analyzer&lt;/span&gt; and &lt;span style="color:#548dd4;"&gt;time of flight(TOF) analyzer.&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#76923c;"&gt;Each quadrupole has 4 rods&lt;/span&gt;, &lt;span style="color:#8db3e2;"&gt;two&lt;/span&gt; with &lt;span style="color:#8db3e2;"&gt;positive charge&lt;/span&gt; and &lt;span style="color:#8db3e2;"&gt;other two&lt;/span&gt; with &lt;span style="color:#8db3e2;"&gt;negative&lt;/span&gt; charge. Rods carry DC charges along with alternative current (AC).&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Entry and isolation:&lt;/strong&gt;&lt;/span&gt; Charged peptides enter and feel the charges on rod. By controlling voltage, &lt;span style="color:#548dd4;"&gt;mass of peptide to be isolated is selected&lt;/span&gt;. Most of peptide has unique mass therefore only specific type of peptide with &lt;span style="color:#d99594;"&gt;particular mass will pass through the first quadrupole to second&lt;/span&gt;. Other peptides collide with walls and rods, and don't enter the second quadrupole.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Second quadrupole entry:&lt;/strong&gt;&lt;/span&gt; &lt;span style="color:#548dd4;"&gt;Many of the copies of same peptide &lt;/span&gt;&lt;span style="color:#d99594;"&gt;enter&lt;/span&gt; through small hole in first quadrupole to &lt;span style="color:#548dd4;"&gt;second quadrupole&lt;/span&gt;. &lt;span style="color:#d99594;"&gt;Inert gases&lt;/span&gt; like nitrogen or argon are &lt;span style="color:#d99594;"&gt;introduced&lt;/span&gt; to second quadrupole. Peptides &lt;span style="color:#548dd4;"&gt;collide &lt;/span&gt;with the gases molecules and &lt;span style="color:#548dd4;"&gt;break into fragments&lt;/span&gt;. Collisions made are infrequent to avoid breaking down of peptide into individual amino acids. The fragments produced don't have same charge. The &lt;span style="color:#d99594;"&gt;two fragments&lt;/span&gt; produced from &lt;span style="color:#d99594;"&gt;single peptide&lt;/span&gt;, the &lt;span style="color:#548dd4;"&gt;right fragment&lt;/span&gt; has &lt;span style="color:#d99594;"&gt;positive &lt;/span&gt;charge and &lt;span style="color:#548dd4;"&gt;left &lt;/span&gt;has &lt;span style="color:#d99594;"&gt;no charge&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Mass Measure:&lt;/strong&gt;&lt;/span&gt; Then peptide fragments are &lt;span style="color:#548dd4;"&gt;entered into TOF section&lt;/span&gt; which has a &lt;span style="color:#548dd4;"&gt;plate of strong positive charge&lt;/span&gt;. The &lt;span style="color:#d99594;"&gt;positive &lt;/span&gt;charge&lt;span style="color:#d99594;"&gt; fragment&lt;/span&gt; gets &lt;span style="color:#d99594;"&gt;repelled&lt;/span&gt; from plate and fall down, where as &lt;span style="color:#e36c0a;"&gt;no charge&lt;/span&gt; fragment &lt;span style="color:#e36c0a;"&gt;pass by&lt;/span&gt; the repeller plate.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Measure of Mass:&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;span style="color:#548dd4;"&gt;Time taken&lt;/span&gt; for the fragment &lt;span style="color:#548dd4;"&gt;to travel&lt;/span&gt; from repeller plate to detector at end is &lt;span style="color:#548dd4;"&gt;observed&lt;/span&gt;. &lt;span style="color:#e36c0a;"&gt;Heavier&lt;/span&gt; fragment has &lt;span style="color:#e36c0a;"&gt;more inertia&lt;/span&gt; then lighter ones. So the heavier fragments &lt;span style="color:#e36c0a;"&gt;don't react quickly&lt;/span&gt; to charge on the plate. Hence &lt;span style="color:#548dd4;"&gt;lighter fragments move faster then heavier&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Record Data:&lt;/strong&gt;&lt;/span&gt; The graph with &lt;span style="color:#e36c0a;"&gt;horizontal axis&lt;/span&gt; shows &lt;span style="color:#e36c0a;"&gt;TOF&lt;/span&gt;. Hence represent &lt;span style="color:#e36c0a;"&gt;mass&lt;/span&gt;. &lt;span style="color:#548dd4;"&gt;Vertical axis&lt;/span&gt; represents &lt;span style="color:#548dd4;"&gt;intensity&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;/li&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;li&gt;&lt;div&gt;&lt;span style="font-family:Comic Sans MS;color:red;"&gt;&lt;strong&gt;Informatics&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/div&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;a href="http://1.bp.blogspot.com/_H3VvAQred7I/SK8SfRjih3I/AAAAAAAAAEk/Rcj4lZlIJzE/s1600-h/Data+Calculation.png"&gt;&lt;img id="BLOGGER_PHOTO_ID_5237425220152887154" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://1.bp.blogspot.com/_H3VvAQred7I/SK8SfRjih3I/AAAAAAAAAEk/Rcj4lZlIJzE/s320/Data+Calculation.png" border="0" /&gt;&lt;/a&gt;It is the use of computer and database to &lt;span style="color:#548dd4;"&gt;identify protein&lt;/span&gt;. In the graph &lt;span style="color:#e36c0a;"&gt;each peaks represents one peptide fragments&lt;/span&gt; i.e. millions of fragments of same mass, hence same sequence. Here 842 represents entire polypeptide with 7 amino acids and 743 represents peptide with 6 amino acid and so on.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Identify Amino Acid:&lt;/strong&gt;&lt;/span&gt; It is &lt;span style="color:#548dd4;"&gt;done by simple arithmetic&lt;/span&gt;. Here subtract 743 from 842 to get 99 i.e. mass of valine.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;span style="color:#92d050;"&gt;&lt;strong&gt;Protein Identification:&lt;/strong&gt;&lt;/span&gt; Sequence is &lt;span style="color:#548dd4;"&gt;compared with the database&lt;/span&gt; to identify the protein. Since entire human genome sequence is known almost every protein can be identified. If &lt;span style="color:#e36c0a;"&gt;no matches&lt;/span&gt; are found then a &lt;span style="color:#e36c0a;"&gt;new peptide is discovered&lt;/span&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;br /&gt;&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/li&gt;&lt;/ol&gt;&lt;/span&gt;&lt;/div&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-1117333431723358796?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/1117333431723358796/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/sequencing-and-identification-of.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/1117333431723358796'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/1117333431723358796'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/sequencing-and-identification-of.html' title='Sequencing and Identification of Protein'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://3.bp.blogspot.com/_H3VvAQred7I/SK8SfA7tBwI/AAAAAAAAAEc/jPKHwXmPHRY/s72-c/Clone+Preparation.png' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-6264552291782988352</id><published>2008-08-20T12:24:00.001-07:00</published><updated>2008-08-20T12:31:05.988-07:00</updated><title type='text'>Virus Helped to Create Microbatteries</title><content type='html'>&lt;a href="http://4.bp.blogspot.com/_H3VvAQred7I/SKxw20vacoI/AAAAAAAAADE/tFheMBLjViw/s1600-h/electrode-1.jpg"&gt;&lt;img id="BLOGGER_PHOTO_ID_5236684553897800322" style="FLOAT: left; MARGIN: 0px 10px 10px 0px; CURSOR: hand" alt="" src="http://4.bp.blogspot.com/_H3VvAQred7I/SKxw20vacoI/AAAAAAAAADE/tFheMBLjViw/s320/electrode-1.jpg" border="0" /&gt;&lt;/a&gt;&lt;br /&gt;&lt;div&gt;&lt;span xmlns=""&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;A &lt;/span&gt;&lt;span style="color:#ffc000;"&gt;virus&lt;/span&gt;&lt;span style="color:#363636;"&gt; has &lt;/span&gt;&lt;span style="color:#ffc000;"&gt;helped&lt;/span&gt;&lt;span style="color:#363636;"&gt; to &lt;/span&gt;&lt;span style="color:red;"&gt;create&lt;/span&gt;&lt;span style="color:#363636;"&gt; a new type of &lt;/span&gt;&lt;span style="color:#0070c0;"&gt;tiny battery&lt;/span&gt;&lt;span style="color:#363636;"&gt;, made with a &lt;/span&gt;&lt;span style="color:red;"&gt;simple stamping technique&lt;/span&gt;&lt;span style="color:#363636;"&gt; that could &lt;/span&gt;&lt;span style="color:#9bbb59;"&gt;power miniature devices&lt;/span&gt;&lt;span style="color:#363636;"&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#ffc000;"&gt;Electronic devices&lt;/span&gt;&lt;span style="color:#363636;"&gt; &lt;/span&gt;&lt;span style="color:#548dd4;"&gt;used for &lt;/span&gt;&lt;span style="color:#e36c0a;"&gt;controlled drug delivery&lt;/span&gt;&lt;span style="color:#363636;"&gt;, or to &lt;/span&gt;&lt;span style="color:#92d050;"&gt;power tiny lab-on-a-chip applications&lt;/span&gt;&lt;span style="color:#363636;"&gt;, need to get their power from somewhere. But as conventional batteries &lt;/span&gt;&lt;span style="color:#ffc000;"&gt;are made smaller&lt;/span&gt;&lt;span style="color:#363636;"&gt; and smaller, they &lt;/span&gt;&lt;span style="color:#92d050;"&gt;contain less and less&lt;/span&gt;&lt;span style="color:#363636;"&gt; of the &lt;/span&gt;&lt;span style="color:#92d050;"&gt;materials&lt;/span&gt;&lt;span style="color:#363636;"&gt; that actually store charge, causing a &lt;/span&gt;&lt;span style="color:#ffc000;"&gt;decline in efficiency&lt;/span&gt;&lt;span style="color:#363636;"&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;Using nanoscale components can boost a battery's capacity to store charge. Now, scientists at the Massachusetts Institute of Technology, Cambridge, have designed a quick method to build a microbattery that relies on a &lt;/span&gt;&lt;span style="color:red;"&gt;genetically-engineered virus called M13.&lt;/span&gt;&lt;span style="color:#363636;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;The scientists first &lt;/span&gt;&lt;span style="color:#92d050;"&gt;made a template from polydimethylsiloxane (PDMS),&lt;/span&gt;&lt;span style="color:#363636;"&gt; a commonly used silicon-based organic polymer. After &lt;/span&gt;&lt;span style="color:#f79646;"&gt;coating it with alternating layers&lt;/span&gt;&lt;span style="color:#363636;"&gt; of &lt;/span&gt;&lt;span style="color:#4f81bd;"&gt;positive and negative electrolytes&lt;/span&gt;&lt;span style="color:#363636;"&gt;, they &lt;/span&gt;&lt;span style="color:red;"&gt;added the virus&lt;/span&gt;&lt;span style="color:#363636;"&gt;.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;The &lt;/span&gt;&lt;span style="color:red;"&gt;virus &lt;/span&gt;&lt;span style="color:#363636;"&gt;had been &lt;/span&gt;&lt;span style="color:#548dd4;"&gt;designed&lt;/span&gt;&lt;span style="color:#363636;"&gt; to have &lt;/span&gt;&lt;span style="color:#e36c0a;"&gt;negatively charged amino acids at its surface&lt;/span&gt;&lt;span style="color:#363636;"&gt;, &lt;/span&gt;&lt;span style="color:red;"&gt;so&lt;/span&gt;&lt;span style="color:#363636;"&gt; that it &lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;stuck&lt;/span&gt;&lt;span style="color:#363636;"&gt; to the &lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;template&lt;/span&gt;&lt;span style="color:#363636;"&gt;, and an affinity for cobalt — a favoured material for batteries. Each virus is a semi-rigid fibre a few nanometres in diameter and about a micrometre long, which tends to pack tightly into a whorl that looks similar to a fingerprint.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;The &lt;/span&gt;&lt;span style="color:#d99594;"&gt;whole assembly&lt;/span&gt;&lt;span style="color:#363636;"&gt; was &lt;/span&gt;&lt;span style="color:#548dd4;"&gt;dipped&lt;/span&gt;&lt;span style="color:#363636;"&gt; into a &lt;/span&gt;&lt;span style="color:#92d050;"&gt;solution of cobalt ions&lt;/span&gt;&lt;span style="color:#363636;"&gt;, which coated the viruses to create a very large surface area that could store charge. &lt;/span&gt;&lt;span style="color:#e36c0a;"&gt;Stamping&lt;/span&gt;&lt;span style="color:#363636;"&gt; the &lt;/span&gt;&lt;span style="color:#548dd4;"&gt;template onto a platinum layer&lt;/span&gt;&lt;span style="color:#363636;"&gt; and &lt;/span&gt;&lt;span style="color:#92d050;"&gt;peeling off the PDMS&lt;/span&gt;&lt;span style="color:#363636;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;span style="color:#e36c0a;"&gt;left&lt;/span&gt;&lt;span style="color:#363636;"&gt; behind an &lt;/span&gt;&lt;span style="color:#548dd4;"&gt;array of small dots&lt;/span&gt;&lt;span style="color:#363636;"&gt; of the prepared material, cobalt-side down, which formed the heart of an effective battery. The work is published in the &lt;em&gt;Proceedings of the National Academy of sciences&lt;br /&gt;&lt;/em&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;"&gt;&lt;span style="color:#363636;"&gt;"&lt;/span&gt;&lt;span style="color:red;"&gt;This is the first time anyone has ever stamped a battery device&lt;/span&gt;&lt;span style="color:#363636;"&gt;," says Paula Hammond, part of the MIT team.&lt;br /&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;color:#363636;"&gt;It's also an elegant demonstration of the potential use of viruses for making nanodevices, says Jan van Hest from the Nijmegen Centre for Molecular Life Sciences, the Netherlands. But he wonders if the addition of viruses could actually be overengineering the system. "Using viruses as a template introduces an extra non-active layer, which lowers the percentage of active material," van Hest says. He suggests that cobalt oxide nanoparticles could work just as efficiently.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;br /&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:14;color:#363636;"&gt;But the process is certainly an improvement on current technologies, says Hammond, "We're talking about a simple, inexpensive and environmentally better way of generating a microbattery," she says. She hopes to extend the design so that the second electrode necessary for a complete battery can also be stamped using the same process.&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-6264552291782988352?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/6264552291782988352/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/virus-helped-to-create-microbatteries.html#comment-form' title='1 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6264552291782988352'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/6264552291782988352'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/virus-helped-to-create-microbatteries.html' title='Virus Helped to Create Microbatteries'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><media:thumbnail xmlns:media='http://search.yahoo.com/mrss/' url='http://4.bp.blogspot.com/_H3VvAQred7I/SKxw20vacoI/AAAAAAAAADE/tFheMBLjViw/s72-c/electrode-1.jpg' height='72' width='72'/><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>1</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-2063779262741917010</id><published>2008-08-20T09:17:00.001-07:00</published><updated>2008-08-20T10:18:23.640-07:00</updated><title type='text'>First Sequenced human chromosome</title><content type='html'>&lt;span xmlns=""&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;&lt;strong&gt;Do you know?&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The &lt;span style="color:#92d050;"&gt;first human chromosome to be sequenced&lt;/span&gt; is &lt;span style="color:red;"&gt;&lt;strong&gt;chromosome no 22.&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:12;"&gt;The sequencing completed&lt;span style="color:darkslategray;"&gt;&lt;strong&gt;&lt;em&gt;&lt;br /&gt;&lt;/em&gt;in December 1999&lt;/strong&gt;&lt;/span&gt;&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;"&gt;The genetic code of it comprised of 33.5 million bases&lt;br /&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:16;color:#074987;"&gt;&lt;strong&gt;About Chromosome 22&lt;br /&gt;&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&lt;span style="font-family:Comic Sans MS;font-size:10;"&gt;&lt;span style="color:darkslategray;"&gt;Chromosome 22 is the &lt;/span&gt;&lt;span style="color:red;"&gt;second smallest&lt;/span&gt;&lt;span style="color:darkslategray;"&gt; of the human autosomes. The &lt;/span&gt;&lt;span style="color:#00b050;"&gt;short arm (22p)&lt;/span&gt;&lt;span style="color:darkslategray;"&gt; contains a series of &lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;tandem repeat&lt;/span&gt;&lt;span style="color:darkslategray;"&gt; structures including the &lt;/span&gt;&lt;span style="color:#00b0f0;"&gt;array of genes&lt;/span&gt;&lt;span style="color:darkslategray;"&gt; that &lt;/span&gt;&lt;span style="color:#e36c0a;"&gt;encode the structural RNAs of the ribosomes&lt;/span&gt;&lt;span style="color:darkslategray;"&gt;, and is highly similar to the short arms of chromosomes 13, 14, 15 and 21. The long arm (22q) is the portion of human chromosome 22 that contains the protein coding genes and this is the region that has now been sequenced. The completed sequence consisted of 12 contiguous segments covering 33.4 million bps separated by 11 gaps of known size. One of these gaps has subsequenctly been closed by the &lt;a href="http://dna1.chem.ou.edu/index.html"&gt;&lt;/span&gt;&lt;span style="TEXT-DECORATION: underline;color:#074987;" &gt;Oklahoma group.&lt;/span&gt;&lt;/a&gt; The sequence is estimated to cover 97% of 22q, and is complete to the limits of currently available reagents and methodologies. The largest contiguous contig is &gt;23 million bps, and at that time, this was the largest piece of continuous sequence determined&lt;/span&gt;&lt;/p&gt;&lt;/span&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-2063779262741917010?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/2063779262741917010/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/first-sequenced-human-chromosome.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/2063779262741917010'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/2063779262741917010'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/first-sequenced-human-chromosome.html' title='First Sequenced human chromosome'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3158161829021056914.post-3855329103840740993</id><published>2008-08-09T10:53:00.000-07:00</published><updated>2008-08-09T10:55:23.754-07:00</updated><title type='text'>DNA</title><content type='html'>Deoxyribonucleic Acid (DNA), genetic material of all cellular organisms and most viruses. DNA carries the information needed to direct protein synthesis and replication. Protein synthesis is the production of the proteins needed by the cell or virus for its activities and development. Replication is the process by which DNA copies itself for each descendant cell or virus, passing on the information needed for protein synthesis. In most cellular organisms, DNA is organized on chromosomes located in the nucleus of the cell.&lt;br /&gt;a large number of chemical compounds, called nucleotides, linked together to form a chain. These chains are arranged like a ladder that has been twisted into the shape of a winding staircase, called a double helix. Each nucleotide consists of three units: a sugar molecule called deoxyribose, a phosphate group, and one of four different nitrogen-containing compounds called bases. The four bases are adenine (A), guanine (G), thymine (T), and cytosine (C). The deoxyribose molecule occupies the center position in the nucleotide, flanked by a phosphate group on one side and a base on the other. The phosphate group of each nucleotide is also linked to the deoxyribose of the adjacent nucleotide in the chain. These linked deoxyribose-phosphate subunits form the parallel side rails of the ladder. The bases face inward toward each other, forming the rungs of the ladder&lt;br /&gt;&lt;br /&gt;The nucleotides in one DNA strand have a specific association with the corresponding nucleotides in the other DNA strand. Because of the chemical affinity of the bases, nucleotides containing adenine are always paired with nucleotides containing thymine, and nucleotides containing cytosine are always paired with nucleotides containing guanine. The complementary bases are joined to each other by weak chemical bonds called hydrogen bonds.&lt;br /&gt;In 1953 American biochemist James D. Watson and British biophysicist Francis Crick published the first description of the structure of DNA. Their model proved to be so important for the understanding of protein synthesis, DNA replication, and mutation that they were awarded the 1962 Nobel Prize for physiology or medicine for their work.&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3158161829021056914-3855329103840740993?l=bioinsilico.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://bioinsilico.blogspot.com/feeds/3855329103840740993/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/dna.html#comment-form' title='0 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/3855329103840740993'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3158161829021056914/posts/default/3855329103840740993'/><link rel='alternate' type='text/html' href='http://bioinsilico.blogspot.com/2008/08/dna.html' title='DNA'/><author><name>Amiya</name><uri>http://www.blogger.com/profile/07020511181557426148</uri><email>Amiyatulu@gmail.com</email><gd:extendedProperty xmlns:gd='http://schemas.google.com/g/2005' name='OpenSocialUserId' value='12344004379164347214'/></author><thr:total xmlns:thr='http://purl.org/syndication/thread/1.0'>0</thr:total></entry></feed>