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	<title>Comments on: Viral quasispecies and bottlenecks</title>
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	<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/</link>
	<description>About viruses and viral disease</description>
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		<title>By: reverse phone lookup</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-29917</link>
		<dc:creator>reverse phone lookup</dc:creator>
		<pubDate>Thu, 17 Nov 2011 21:23:00 +0000</pubDate>
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Looks like you&#039;ve done your research very well.</description>
		<content:encoded><![CDATA[<p>Looks like you&#8217;ve done your research very well.</p>
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		<title>By: List Pay Day Pro 2</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-25911</link>
		<dc:creator>List Pay Day Pro 2</dc:creator>
		<pubDate>Tue, 15 Mar 2011 02:19:00 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-25911</guid>
		<description>Wow this stuff is intense!</description>
		<content:encoded><![CDATA[<p>Wow this stuff is intense!</p>
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		<title>By: Joe</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-23011</link>
		<dc:creator>Joe</dc:creator>
		<pubDate>Wed, 25 Aug 2010 01:32:39 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-23011</guid>
		<description>This is a tricky subject that actually needs more depth to properly explain than is provided here.  This explanation and the diagrams mislead the reader into assuming the polymerase &quot;knows&quot; to fix those base pair positions that allowed the virus to escape whatever the bottleneck was.  This is a dangerous mindset to get into because it doesn&#039;t accurately reflect what is happening.  It is just as likely for viral RNA&#039;s after the bottleneck event to have mutations at those particular postitions that cause it to revert to a pre-bottleneck sequence.  The polymerase is always making random mutations, the environment is the deciding factor on how those mutations effect the fitness of that viral quasispecies.</description>
		<content:encoded><![CDATA[<p>This is a tricky subject that actually needs more depth to properly explain than is provided here.  This explanation and the diagrams mislead the reader into assuming the polymerase &#8220;knows&#8221; to fix those base pair positions that allowed the virus to escape whatever the bottleneck was.  This is a dangerous mindset to get into because it doesn&#39;t accurately reflect what is happening.  It is just as likely for viral RNA&#39;s after the bottleneck event to have mutations at those particular postitions that cause it to revert to a pre-bottleneck sequence.  The polymerase is always making random mutations, the environment is the deciding factor on how those mutations effect the fitness of that viral quasispecies.</p>
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		<title>By: Influenza variations &#124; Mystery Rays from Outer Space</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-21462</link>
		<dc:creator>Influenza variations &#124; Mystery Rays from Outer Space</dc:creator>
		<pubDate>Tue, 27 Apr 2010 11:27:29 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-21462</guid>
		<description>[...] sequence even though the vast majority of the genomes are different from that average. (Here and here are Vincent Racaniello&#8217;s explanations at The Virology Blog.)  Two sequences is just two [...]</description>
		<content:encoded><![CDATA[<p>[...] sequence even though the vast majority of the genomes are different from that average. (Here and here are Vincent Racaniello&#8217;s explanations at The Virology Blog.)  Two sequences is just two [...]</p>
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		<title>By: Viral quasispecies and bottlenecks virology</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-17459</link>
		<dc:creator>Viral quasispecies and bottlenecks virology</dc:creator>
		<pubDate>Sat, 12 Sep 2009 05:47:36 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-17459</guid>
		<description>[...] Read more: Viral quasispecies and bottlenecks [...]</description>
		<content:encoded><![CDATA[<p>[...] Read more: Viral quasispecies and bottlenecks [...]</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-21728</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Tue, 21 Jul 2009 00:45:45 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-21728</guid>
		<description>Sorry, your comment was held in the spam queue for some time...the&lt;br&gt;answer is, with current sequencing techniques, we only see the &#039;master&lt;br&gt;sequence&#039; and do not get any hint of the diversity. Deep-sequencing&lt;br&gt;methods might allow us to see exactly what is coming out of one host&lt;br&gt;versus another; but the limitation will be the error rate of the&lt;br&gt;polymerase used to amplify the RNA for sequencing.</description>
		<content:encoded><![CDATA[<p>Sorry, your comment was held in the spam queue for some time&#8230;the<br />answer is, with current sequencing techniques, we only see the &#39;master<br />sequence&#39; and do not get any hint of the diversity. Deep-sequencing<br />methods might allow us to see exactly what is coming out of one host<br />versus another; but the limitation will be the error rate of the<br />polymerase used to amplify the RNA for sequencing.</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-10424</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Mon, 20 Jul 2009 17:45:45 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-10424</guid>
		<description>Sorry, your comment was held in the spam queue for some time...the&lt;br&gt;answer is, with current sequencing techniques, we only see the &#039;master&lt;br&gt;sequence&#039; and do not get any hint of the diversity. Deep-sequencing&lt;br&gt;methods might allow us to see exactly what is coming out of one host&lt;br&gt;versus another; but the limitation will be the error rate of the&lt;br&gt;polymerase used to amplify the RNA for sequencing.</description>
		<content:encoded><![CDATA[<p>Sorry, your comment was held in the spam queue for some time&#8230;the<br />answer is, with current sequencing techniques, we only see the &#39;master<br />sequence&#39; and do not get any hint of the diversity. Deep-sequencing<br />methods might allow us to see exactly what is coming out of one host<br />versus another; but the limitation will be the error rate of the<br />polymerase used to amplify the RNA for sequencing.</p>
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		<title>By: gsgs</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-6884</link>
		<dc:creator>gsgs</dc:creator>
		<pubDate>Thu, 09 Jul 2009 10:44:31 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-6884</guid>
		<description>but why then don&#039;t we see some differences, sometimes ?&lt;br&gt;The mutations should add over time, still we only see ~32 mutations&lt;br&gt;per year, less than one in average per host in flu-A, half of that in flu-B&lt;br&gt;&lt;br&gt;When we find exactly the same sequences several times in Mexico and elsewhere,&lt;br&gt;is there still reason to believe the viruses are different ?&lt;br&gt;Is the virus uniquely determined by the sequence (assuming one infectious virus only)&lt;br&gt;The envelope is stolen from the cell, maybe Mexican,Argentine pople have different&lt;br&gt;cell-membranes</description>
		<content:encoded><![CDATA[<p>but why then don&#39;t we see some differences, sometimes ?<br />The mutations should add over time, still we only see ~32 mutations<br />per year, less than one in average per host in flu-A, half of that in flu-B</p>
<p>When we find exactly the same sequences several times in Mexico and elsewhere,<br />is there still reason to believe the viruses are different ?<br />Is the virus uniquely determined by the sequence (assuming one infectious virus only)<br />The envelope is stolen from the cell, maybe Mexican,Argentine pople have different<br />cell-membranes</p>
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		<title>By: Viral quasispecies and bottlenecks &#124; Shed Kits</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1281</link>
		<dc:creator>Viral quasispecies and bottlenecks &#124; Shed Kits</dc:creator>
		<pubDate>Wed, 27 May 2009 02:06:40 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1281</guid>
		<description>[...] Viral quasispecies and bottlenecks   Posted by root 18 hours ago (http://www.virology.ws)        One of these genomes indicated by the arrow is able to survive a your comment is awaiting approval by a moderator you are correct a human infected with h1n1 or any virus would shed blog comments powered by disqus wordpress admin content on this site is li        Discuss&#160;  &#124;&#160; Bury &#124;&#160;    News &#124; viral quasispecies and bottlenecks [...]</description>
		<content:encoded><![CDATA[<p>[...] Viral quasispecies and bottlenecks   Posted by root 18 hours ago (<a href="http://www.virology.ws" rel="nofollow">http://www.virology.ws</a>)        One of these genomes indicated by the arrow is able to survive a your comment is awaiting approval by a moderator you are correct a human infected with h1n1 or any virus would shed blog comments powered by disqus wordpress admin content on this site is li        Discuss&nbsp;  |&nbsp; Bury |&nbsp;    News | viral quasispecies and bottlenecks [...]</p>
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		<title>By: phogdog</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1250</link>
		<dc:creator>phogdog</dc:creator>
		<pubDate>Sun, 24 May 2009 22:35:24 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1250</guid>
		<description>Thank you.  This is very helpful.&lt;br&gt;&lt;br&gt;Your answer I think also took care of my next question...   When infected people are tested or swabbed for virus particles, a mixture of particles are being sequenced simultaneously, by whatever magic blackbox/sequencing machine/process you use, the amino acid sequences from the sample are decided by a 85% (?) level of agreement on an single position.  And if a position has above 15% (?) difference at a single position, that this would generally constitute a single mutation point on that strand of the RNA by definition.&lt;br&gt;&lt;br&gt;Could a single nasal swab test then ever provide a situation where  a single position had a 50%-50% variability, thus providing two different isolate sequences?  Or is this just not mathematically going to happen due to low rate of mutation against the length of RNA?</description>
		<content:encoded><![CDATA[<p>Thank you.  This is very helpful.</p>
<p>Your answer I think also took care of my next question&#8230;   When infected people are tested or swabbed for virus particles, a mixture of particles are being sequenced simultaneously, by whatever magic blackbox/sequencing machine/process you use, the amino acid sequences from the sample are decided by a 85% (?) level of agreement on an single position.  And if a position has above 15% (?) difference at a single position, that this would generally constitute a single mutation point on that strand of the RNA by definition.</p>
<p>Could a single nasal swab test then ever provide a situation where  a single position had a 50%-50% variability, thus providing two different isolate sequences?  Or is this just not mathematically going to happen due to low rate of mutation against the length of RNA?</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1214</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Thu, 21 May 2009 23:12:34 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1214</guid>
		<description>You are correct - a human infected with H1N1 (or any virus) would shed&lt;br&gt;a population of diverse particles. The sequence that is reported is a&lt;br&gt;consensus, similar to that which we defined here at virology blog in&lt;br&gt;previous posts. It does not at all reflect the various mutations&lt;br&gt;because each one is not sufficiently predominant to be detected in the&lt;br&gt;sequence analysis. In the old days of sequencing, we used to say that&lt;br&gt;a mutation had to be in at least 15% of the population to be detected&lt;br&gt;by sequencing. I&#039;m not sure what the detection limit of the new&lt;br&gt;methods is. But this brings up an interesting problem, crystallized by&lt;br&gt;Luis Villareal, who wrote to me: &quot;In my judgement, of all the fields&lt;br&gt;of human virology, the flu field has curiously been the least affected&lt;br&gt;by the developments of quasispecies theory (for example, almost no&lt;br&gt;papers have attempted to measure flu quasispecies composition via&lt;br&gt;pryosequencing etc.).  Flu researchers believe in the master template&lt;br&gt;as being the fittest type.  I think this has been to their detriment&lt;br&gt;and is currently confusing the field as we witness the evolution of&lt;br&gt;emergence. I would be willing to bet money, that if the quasispecies&lt;br&gt;composition were measured, we would see clear differences between&lt;br&gt;those patients that died in Mexico compared to the much less virulent&lt;br&gt;outcome in the USA.&quot;&lt;br&gt;&lt;br&gt;So basically the sequences we see may not reflect the mutations that&lt;br&gt;are important for virulence and transmission. You have hit the nail&lt;br&gt;right on the head with your question.</description>
		<content:encoded><![CDATA[<p>You are correct &#8211; a human infected with H1N1 (or any virus) would shed<br />a population of diverse particles. The sequence that is reported is a<br />consensus, similar to that which we defined here at virology blog in<br />previous posts. It does not at all reflect the various mutations<br />because each one is not sufficiently predominant to be detected in the<br />sequence analysis. In the old days of sequencing, we used to say that<br />a mutation had to be in at least 15% of the population to be detected<br />by sequencing. I&#39;m not sure what the detection limit of the new<br />methods is. But this brings up an interesting problem, crystallized by<br />Luis Villareal, who wrote to me: &#8220;In my judgement, of all the fields<br />of human virology, the flu field has curiously been the least affected<br />by the developments of quasispecies theory (for example, almost no<br />papers have attempted to measure flu quasispecies composition via<br />pryosequencing etc.).  Flu researchers believe in the master template<br />as being the fittest type.  I think this has been to their detriment<br />and is currently confusing the field as we witness the evolution of<br />emergence. I would be willing to bet money, that if the quasispecies<br />composition were measured, we would see clear differences between<br />those patients that died in Mexico compared to the much less virulent<br />outcome in the USA.&#8221;</p>
<p>So basically the sequences we see may not reflect the mutations that<br />are important for virulence and transmission. You have hit the nail<br />right on the head with your question.</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1213</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Thu, 21 May 2009 22:38:40 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1213</guid>
		<description>You are correct - a human infected with H1N1 (or any virus) would shed&lt;br&gt;a population of diverse particles. The sequence that is reported is a&lt;br&gt;consensus, similar to that which we defined here at virology blog in&lt;br&gt;previous posts. It does not at all reflect the various mutations&lt;br&gt;because each one is not sufficiently predominant to be detected in the&lt;br&gt;sequence analysis. In the old days of sequencing, we used to say that&lt;br&gt;a mutation had to be in at least 15% of the population to be detected&lt;br&gt;by sequencing. I&#039;m not sure what the detection limit of the new&lt;br&gt;methods is. But this brings up an interesting problem, crystallized by&lt;br&gt;Luis Villareal, who wrote to me: &quot;In my judgement, of all the fields&lt;br&gt;of human virology, the flu field has curiously been the least affected&lt;br&gt;by the developments of quasispecies theory (for example, almost no&lt;br&gt;papers have attempted to measure flu quasispecies composition via&lt;br&gt;pryosequencing etc.).  Flu researchers believe in the master template&lt;br&gt;as being the fittest type.  I think this has been to their detriment&lt;br&gt;and is currently confusing the field as we witness the evolution of&lt;br&gt;emergence. I would be willing to bet money, that if the quasispecies&lt;br&gt;composition were measured, we would see clear differences between&lt;br&gt;those patients that died in Mexico compared to the much less virulent&lt;br&gt;outcome in the USA.&quot;&lt;br&gt;&lt;br&gt;So basically the sequences we see may not reflect the mutations that&lt;br&gt;are important for virulence and transmission. You have hit the nail&lt;br&gt;right on the head with your question.</description>
		<content:encoded><![CDATA[<p>You are correct &#8211; a human infected with H1N1 (or any virus) would shed<br />a population of diverse particles. The sequence that is reported is a<br />consensus, similar to that which we defined here at virology blog in<br />previous posts. It does not at all reflect the various mutations<br />because each one is not sufficiently predominant to be detected in the<br />sequence analysis. In the old days of sequencing, we used to say that<br />a mutation had to be in at least 15% of the population to be detected<br />by sequencing. I&#39;m not sure what the detection limit of the new<br />methods is. But this brings up an interesting problem, crystallized by<br />Luis Villareal, who wrote to me: &#8220;In my judgement, of all the fields<br />of human virology, the flu field has curiously been the least affected<br />by the developments of quasispecies theory (for example, almost no<br />papers have attempted to measure flu quasispecies composition via<br />pryosequencing etc.).  Flu researchers believe in the master template<br />as being the fittest type.  I think this has been to their detriment<br />and is currently confusing the field as we witness the evolution of<br />emergence. I would be willing to bet money, that if the quasispecies<br />composition were measured, we would see clear differences between<br />those patients that died in Mexico compared to the much less virulent<br />outcome in the USA.&#8221;</p>
<p>So basically the sequences we see may not reflect the mutations that<br />are important for virulence and transmission. You have hit the nail<br />right on the head with your question.</p>
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		<title>By: phogdog</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1201</link>
		<dc:creator>phogdog</dc:creator>
		<pubDate>Thu, 21 May 2009 16:27:36 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1201</guid>
		<description>I am still trying to wrap my brain around the implications of quasispecies theory and the high rate of RNA mutations.&lt;br&gt;&lt;br&gt;Would this mean that a human infected with the novel H1N1 would be expelling new virus particles with a range of RNA sequences?&lt;br&gt;&lt;br&gt;So when we see the genetic sequences for a particular isolet in the CDC files, the same individual is probably producing other particles with other genetic sequences at the same time?&lt;br&gt;&lt;br&gt;Or am I missing something elemental here?</description>
		<content:encoded><![CDATA[<p>I am still trying to wrap my brain around the implications of quasispecies theory and the high rate of RNA mutations.</p>
<p>Would this mean that a human infected with the novel H1N1 would be expelling new virus particles with a range of RNA sequences?</p>
<p>So when we see the genetic sequences for a particular isolet in the CDC files, the same individual is probably producing other particles with other genetic sequences at the same time?</p>
<p>Or am I missing something elemental here?</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1085</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Thu, 14 May 2009 00:00:33 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1085</guid>
		<description>I&#039;m writing a post about this work now, but if you want a head start:&lt;br&gt;doi:10.1371/journal.ppat.0010011.</description>
		<content:encoded><![CDATA[<p>I&#39;m writing a post about this work now, but if you want a head start:<br />doi:10.1371/journal.ppat.0010011.</p>
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		<title>By: The number of possible viral variants</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1076</link>
		<dc:creator>The number of possible viral variants</dc:creator>
		<pubDate>Wed, 13 May 2009 18:13:39 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1076</guid>
		<description>[...] you have been following our discussion of quasispecies here on virology blog, you might be wondering exactly how many possible variants there are for a [...]</description>
		<content:encoded><![CDATA[<p>[...] you have been following our discussion of quasispecies here on virology blog, you might be wondering exactly how many possible variants there are for a [...]</p>
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		<title>By: thor183</title>
		<link>http://www.virology.ws/2009/05/12/viral-quasispecies-and-bottlenecks/comment-page-1/#comment-1077</link>
		<dc:creator>thor183</dc:creator>
		<pubDate>Wed, 13 May 2009 16:52:27 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1408#comment-1077</guid>
		<description>&quot;Recently it became experimentally feasible to test the idea that viral populations, not individual mutants, are the target of selection. We’ll examine those data next.&quot;&lt;br&gt;&lt;br&gt;Is there someplace to read about this experiment? I&#039;ll even try to muddle my way through a peer-reviewed research paper.&lt;br&gt;&lt;br&gt;Being a software guy, I&#039;m finding the algorithmics of these natural processes fascinating.</description>
		<content:encoded><![CDATA[<p>&#8220;Recently it became experimentally feasible to test the idea that viral populations, not individual mutants, are the target of selection. We’ll examine those data next.&#8221;</p>
<p>Is there someplace to read about this experiment? I&#39;ll even try to muddle my way through a peer-reviewed research paper.</p>
<p>Being a software guy, I&#39;m finding the algorithmics of these natural processes fascinating.</p>
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