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	<title>The MiraiBio Group Blog</title>
	<atom:link href="http://www.miraibio.com/blog/category/luminex/feed/" rel="self" type="application/rss+xml" />
	<link>http://www.miraibio.com/blog</link>
	<description>What&#039;s going on at MiraiBio</description>
	<lastBuildDate>Mon, 30 Jan 2012 18:37:36 +0000</lastBuildDate>
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		<title>New ReaderFit.com Released</title>
		<link>http://www.miraibio.com/blog/2012/01/new-readerfit-com-released/</link>
		<comments>http://www.miraibio.com/blog/2012/01/new-readerfit-com-released/#comments</comments>
		<pubDate>Mon, 30 Jan 2012 18:23:31 +0000</pubDate>
		<dc:creator>Allen Liu</dc:creator>
				<category><![CDATA[ReaderFit.com]]></category>

		<guid isPermaLink="false">http://www.miraibio.com/blog/?p=1345</guid>
		<description><![CDATA[ReaderFit.com, our online ELISA analysis web application, has undergone a facelift with a host of new features. Here are some of the biggest changes: Saved ProjectsProjects can now be saved. Enhanced SecuritySecurity has improved using SSL for data encryption. New Pro PlanThe basic application still remains free but we have implemented a Pro Plan for [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://www.readerfit.com">ReaderFit.com</a>, our online ELISA analysis web application, has undergone a facelift with a host of new features.  </p>
<p><a href="http://www.readerfit.com"><img src="http://www.miraibio.com/mbiweb/blog/wp-content/uploads/2012/01/rfdc-home2.gif" alt="ReaderFit.com Home Page" title="ReaderFit.com Home Page" width="673" height="472" class="aligncenter size-full wp-image-1353" /></a></p>
<p>Here are some of the biggest changes:</p>
<ul>
<li><strong>Saved Projects</strong><br/>Projects can now be saved.<br/><br />
<a href="http://www.miraibio.com/mbiweb/blog/wp-content/uploads/2012/01/rfdc-saved-projects.jpg"><img src="http://www.miraibio.com/mbiweb/blog/wp-content/uploads/2012/01/rfdc-saved-projects.jpg" alt="Saved Projects in ReaderFit.com" title="Saved Projects in ReaderFit.com" width="386" height="212" class="aligncenter size-full wp-image-1363" /></a>
</li>
<li><strong>Enhanced Security</strong><br/>Security has improved using SSL for data encryption.<br/><br />
<a href="http://www.miraibio.com/mbiweb/blog/wp-content/uploads/2012/01/rfdc-ssl.jpg"><img src="http://www.miraibio.com/mbiweb/blog/wp-content/uploads/2012/01/rfdc-ssl.jpg" alt="Enhanced security for ReaderFit.com with SSL" title="Enhanced security for ReaderFit.com with SSL" width="574" height="350" class="aligncenter size-full wp-image-1360" /></a>
</li>
<li><strong>New Pro Plan</strong><br/>The basic application still remains free but we have implemented a <strong>Pro Plan</strong> for the power users who need <strong>higher throughput</strong>, <strong>unlimited projects</strong>, and other goodies.</li>
<li><strong>Replicate Statistics*</strong><br/>Get replicate statistics such as mean, %CV, and standard deviation for replicate groups.</li>
<li><strong>Best Fit*</strong><br/>The Best Fit feature iterates through all the possible model equations and weighting algorithms and comes up with the best combination for you automatically.</li>
</ul>
<p><a href="https://www.readerfit.com/">Sign up</a> for a free account today and get started!<br />
<br/><br />
* Available only on the <a href="https://www.readerfit.com/Home/Plans">Pro Plan</a>.</p>
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		</item>
		<item>
		<title>DNASIS SmartNote xTAG Tool and ASPE Primer Design Tool Deactivated</title>
		<link>http://www.miraibio.com/blog/2012/01/dnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated/</link>
		<comments>http://www.miraibio.com/blog/2012/01/dnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated/#comments</comments>
		<pubDate>Tue, 10 Jan 2012 00:42:13 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Microspheres]]></category>
		<category><![CDATA[SmartNote]]></category>

		<guid isPermaLink="false">http://www.miraibio.com/blog/?p=1342</guid>
		<description><![CDATA[Luminex Corp. has discontinued the production of the polystyrene xTAG microspheres (formerly known as FlexMAP) for the magnetic versions which have new tags associated with them. This makes the current version of the xTAG tools for SmartNote obsolete so the MiraiBio Group has deactivated the software and will no longer support the application. We apologize [...]]]></description>
			<content:encoded><![CDATA[<p>Luminex Corp. has discontinued the production of the polystyrene xTAG microspheres (formerly known as FlexMAP) for the magnetic versions which have new tags associated with them.  This makes the current version of the xTAG tools for SmartNote obsolete so the MiraiBio Group has deactivated the software and will no longer support the application.  We apologize for any inconvenience this may have caused.</p>
<p>-The MiraiBio Team</p>
<p><!--[if IE]><iframe frameborder="0" allowTransparency="true" class="addtoany_special_service facebook_like" src="http://www.facebook.com/plugins/like.php?href=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;layout=button_count&amp;show_faces=false&amp;width=75&amp;action=like&amp;colorscheme=light&amp;height=20&amp;ref=addtoany" scrolling="no" style="border:none;overflow:hidden;width:90px;height:21px"></iframe><![endif]--><!--[if !IE]><!--><iframe class="addtoany_special_service facebook_like" src="http://www.facebook.com/plugins/like.php?href=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;layout=button_count&amp;show_faces=false&amp;width=75&amp;action=like&amp;colorscheme=light&amp;height=20&amp;ref=addtoany" scrolling="no" style="border:none;overflow:hidden;width:90px;height:21px"></iframe><!--<![endif]--><!--[if IE]><iframe frameborder="0" allowTransparency="true" class="addtoany_special_service twitter_tweet" src="http://platform.twitter.com/widgets/tweet_button.html?url=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;counturl=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;count=none&amp;text=DNASIS%20SmartNote%20xTAG%20Tool%20and%20ASPE%20Primer%20Design%20Tool%20Deactivated" scrolling="no" style="border:none;overflow:hidden;width:55px;height:20px"></iframe><![endif]--><!--[if !IE]><!--><iframe class="addtoany_special_service twitter_tweet" src="http://platform.twitter.com/widgets/tweet_button.html?url=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;counturl=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;count=none&amp;text=DNASIS%20SmartNote%20xTAG%20Tool%20and%20ASPE%20Primer%20Design%20Tool%20Deactivated" scrolling="no" style="border:none;overflow:hidden;width:55px;height:20px"></iframe><!--<![endif]--><a class="a2a_dd a2a_target addtoany_share_save" href="http://www.addtoany.com/share_save#url=http%3A%2F%2Fwww.miraibio.com%2Fblog%2F2012%2F01%2Fdnasis-smartnote-xtag-tool-and-aspe-primer-design-tool-deactivated%2F&amp;title=DNASIS%20SmartNote%20xTAG%20Tool%20and%20ASPE%20Primer%20Design%20Tool%20Deactivated" id="wpa2a_4"><img src="http://www.miraibio.com/mbiweb/blog/wp-content/plugins/add-to-any/share_save_171_16.png" width="171" height="16" alt="Share"/></a></p>]]></content:encoded>
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		</item>
		<item>
		<title>Important announcement that will affect your Luminex bead supply</title>
		<link>http://www.miraibio.com/blog/2011/11/important-announcement-that-will-affect-your-luminex-bead-supply/</link>
		<comments>http://www.miraibio.com/blog/2011/11/important-announcement-that-will-affect-your-luminex-bead-supply/#comments</comments>
		<pubDate>Tue, 29 Nov 2011 20:06:40 +0000</pubDate>
		<dc:creator>Robert Lynde</dc:creator>
				<category><![CDATA[Bio Plex]]></category>
		<category><![CDATA[Hitachi]]></category>
		<category><![CDATA[Luminex]]></category>
		<category><![CDATA[MAGPIX]]></category>
		<category><![CDATA[MasterPlex AssayCheX]]></category>
		<category><![CDATA[MasterPlex CT]]></category>
		<category><![CDATA[MasterPlex EX]]></category>
		<category><![CDATA[MasterPlex GT]]></category>
		<category><![CDATA[MasterPlex QT]]></category>
		<category><![CDATA[Microspheres]]></category>
		<category><![CDATA[News]]></category>

		<guid isPermaLink="false">http://www.miraibio.com/blog/?p=1324</guid>
		<description><![CDATA[Please read this important announcement in order to avoid an interruption to your supply of the following products which are related to the Luminex 100/200, Bio-Plex 100/200, MAGPIX and FlexMAP 3D instrumentation: MicroPlex Beads Lumavidin Beads SeroMAP Beads xTAG Beads Calibration Beads Control Beads Luminex 200 Calibration Kit (25 doses) Luminex 200 Performance Verification Kit [...]]]></description>
			<content:encoded><![CDATA[<p>Please read this <strong>important announcement</strong> in order to avoid an interruption to your supply of the following products which are related to the Luminex 100/200, Bio-Plex 100/200, MAGPIX and FlexMAP 3D instrumentation:</p>
<ul>
<li>MicroPlex Beads</li>
<li>Lumavidin Beads</li>
<li>SeroMAP Beads</li>
<li>xTAG Beads</li>
<li>Calibration Beads</li>
<li>Control Beads</li>
<li>Luminex 200 Calibration Kit (25 doses)</li>
<li>Luminex 200 Performance Verification Kit (25 doses)</li>
<li>Automated Maintenance Plate</li>
<li>Luminex Sheath Fluid, 1X, 20L</li>
</ul>
<p>We regret to inform you that Hitachi Solutions America, Ltd. (HISAL) must stop accepting orders for the above mentioned products at 12:00pm PST on December 27<sup>th</sup>, 2011**. HISAL has the most competitive prices for most of the products affected and due to the long shelf life of some of the products (up to 3 years) you may want to consider purchasing extra inventory at our competitive prices before our distribution rights end.</p>
<p>Please be aware that the product descriptions, part numbers and prices for the affected products will change when you source them from another supplier. You can contact HISAL at <a href="mailto:info@miraibio.com">info@miraibio.com</a> to receive a matrix that correlates HISAL product descriptions, part numbers and prices to the manufacturer’s respective descriptions, numbers and prices.</p>
<p>We greatly value your business and will do our very best to facilitate the transition to a new supplier of the products affected by this announcement.</p>
<p>Thank you again for your business and loyalty. We look forward to serving you with HISAL products and services in the future.</p>
<p>Regards,</p>
<p>The MiraiBio Group of Hitachi Solutions America, Ltd.</p>
<p>**After December 27<sup>th</sup>, 2011 we recommend that you purchase these products directly from the manufacturer, Luminex Corporation. In order to facilitate the transition, Luminex Corporation has assigned 2 contacts, Debra Asgari and David Mendoza, to handle any inquiries, process initial orders and communicate the ordering process for ongoing orders:</p>
<p>Debra Asgari &#8211; <a title="mailto:dasgari@luminexcorp.com" href="mailto:dasgari@luminexcorp.com">dasgari@luminexcorp.com</a> or 512-381-4386</p>
<p>David Mendoza &#8211; <a title="mailto:dmendoza@luminexcorp.com" href="mailto:dmendoza@luminexcorp.com">dmendoza@luminexcorp.com</a> or 512-381-4302</p>
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		</item>
		<item>
		<title>Reduce cost &amp; length by 50% or more on whole-genome sequencing projects</title>
		<link>http://www.miraibio.com/blog/2011/11/reduce-cost-length-by-50-or-more-on-whole-genome-sequencing-projects/</link>
		<comments>http://www.miraibio.com/blog/2011/11/reduce-cost-length-by-50-or-more-on-whole-genome-sequencing-projects/#comments</comments>
		<pubDate>Wed, 02 Nov 2011 23:08:07 +0000</pubDate>
		<dc:creator>Robert Lynde</dc:creator>
				<category><![CDATA[MapIt]]></category>
		<category><![CDATA[optical mapping]]></category>
		<category><![CDATA[PCR]]></category>
		<category><![CDATA[Sequence Assembly]]></category>
		<category><![CDATA[Sequence Finishing]]></category>
		<category><![CDATA[WGS]]></category>
		<category><![CDATA[whole genome]]></category>
		<category><![CDATA[Whole genome mapping]]></category>
		<category><![CDATA[Whole-Genome Sequencing]]></category>

		<guid isPermaLink="false">http://www.miraibio.com/blog/?p=1315</guid>
		<description><![CDATA[Updated: View &#8220;Reduce cost and length by 50% or more on whole-genome sequencing projects&#8221; webinar. Although sequencing technology and price performance per base-pair-sequenced continue to advance at an impressive rate, Finished whole genome sequencing projects are still costly and lengthy endeavors. Next Gen sequencing technology (and even next-next gen technology) isn’t addressing some of the [...]]]></description>
			<content:encoded><![CDATA[<p>Updated: <a href="https://www1.gotomeeting.com/register/730705248" target="_blank">View &#8220;Reduce cost and length by 50% or more on whole-genome sequencing projects&#8221; webinar</a>.</p>
<p>Although sequencing technology and price performance per base-pair-sequenced continue to advance at an impressive rate, Finished whole genome sequencing projects are still costly and lengthy endeavors. Next Gen sequencing technology (and even next-next gen technology) isn’t addressing some of the common issues faced with creating a “Finished” quality genome, namely Contig Placement, Gap Closure and Validation.  Addressing these issues takes several months and a substantial amount of the budget in a sequencing project.</p>
<p>Consider the current workflow for generating a Finished whole genome in the figure below.</p>
<p><img src="data:image/png;base64,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alt="" /></p>
<p>As you can see, generating the initial sequence data is no longer the bottle neck. Small genomes can be sequenced using shot gun methods in a couple of days. After the initial assembly the hard part starts: Closing gaps between your contigs, navigating regions with a high number of repeats, resequencing for validation etc. These tasks can represent over 50% of the length of a sequencing project and over 50% the cost!</p>
<p>I wanted to see if other researchers had found novel and/or more cost effective ways of dealing with these challenges. Especially labs that are resource constrained. I came across an interesting paper titled <em><a href="http://www.ncbi.nlm.nih.gov/pubmed/20398345" target="_blank">Finishing genomes with limited resources:  lessons from an ensemble of microbial genomes</a></em> that was published last year in BMC Genomics<sup>1. </sup>It discusses how using Whole Genome Mapping technology, also called Optical Mapping, can significantly reduce the length of sequencing projects. Before we get into what the paper presents let’s learn more about Whole Genome (Optical) Mapping.</p>
<p>Whole Genome (Optical) Mapping is a <em>de novo</em> process that generates whole genome, ordered, restriction maps with no requirement for previous sequence information &amp; provides a comprehensive view of genomic architecture. An Optical Map or Whole Genome Map (WGM) is displayed in the unique MapCode™ pattern below where the vertical lines indicate the locations of restriction sites, and the distance between the lines represent the fragment size.</p>
<p><img 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" alt="" /></p>
<p>The WGM acts as a scaffold for your sequencing project. How? The contigs generated from your sequence assembly are converted to Optical Maps <em>in silico</em> and then are aligned and assembled to the <em>de novo</em> WGM. The WGM acts as an independent validation tool for contig placement and length of repeat regions while also helping to easily identify gaps in your assembly. By taking unordered sequence contigs and aligning them to an <em>ordered</em> WGM you quickly orient the contigs.  When aligned, you can then identify any possible misassemblies that may have occurred in the initial assembly portion of your project.</p>
<p>You might be wondering how the scaffold concept as it applies to Whole Genome Mapping is different from scaffolds obtained with mate-pairs. To quote Nagarajan <em>et al</em> in the paper referenced above “It should be noted that unlike scaffolds obtained with mate-pairs, the scaffolds here are <em>genome-wide and one per</em> genome and therefore well suited for finishing efforts.”(p3) Additionally “While paired-end reads can be invaluable to scaffold contigs, they provide local order information [only] and using them to recreate a genome wide ordering of contigs is computationally challenging.”(p7) Finally “In addition, for time-critical applications in a biodefense or clinical setting, the time to construct paired-end libraries can be a limiting factor. In such settings, Optical Restriction Mapping [22], a form of ordered restriction maps (see Figure 5), can be a promising alternative as it can quickly provide genome wide restriction site information that can be used to order and orient contigs [8].”(p7)</p>
<p>We are starting to get a picture of how using just one single WGM can save time and reduce the need for computationally intensive bioinformatic steps thereby saving money. Let’s look in more detail about how these time savings are gained.</p>
<p><strong>Contig Placement and Validation</strong></p>
<p>With shotgun sequencing, genomic rearrangements, like inversions, can be missed due to incorrect reconstruction of repeats. A WGM can help you validate your whole genome and identify any possible inversions, insertions, translocations and deletions that sequencing may not have identified.  In the example below the contiguous map in the middle was generated <em>de novo</em> using Whole Genome (Optical) Mapping technology. The contigs were generated <em>in silico</em>. Notice the missassemblies for example in Contig980. You can see an example of an inversion in Contig1253. You can also see examples of insertions, deletions and run of the mill gaps that will have to be spanned in resequencing efforts.</p>
<p><img 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" alt="" /></p>
<p><strong>Gap Closure</strong></p>
<p>Another example Nagarajan <em>et al</em> describe is using WGMs to reduce the number of PCR experiments needed.  “Working with the original assembly (59 large contigs) could have necessitated on the order of 592 ≈ 3000 PCR experiments.” (p4) That’s a lot of PCR kits and a lot of time.  Using WGMs as scaffolds, they were able to finish the genome using only 43 PCR experiments and 26 sequencing reactions to close 33 of the gaps.  “From a finishing perspective, these (Optical Mapping) scaffolds are particularly useful, as for a set of <em>n </em>contigs, they help reduce the number of PCR experiments needed from roughly <em>n<sup>2</sup></em> to <em>n.” </em>(p7)</p>
<p><img 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" alt="" /></p>
<p>Let’s go back to our original figure describing the steps and average time to complete a sequencing project, this time comparing current methods to a workflow that uses a WGM.</p>
<p><img 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
