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	<title>Comments on: The error-prone ways of RNA synthesis</title>
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	<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/</link>
	<description>About viruses and viral disease</description>
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		<title>By: Daniel Condurachi</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-25266</link>
		<dc:creator>Daniel Condurachi</dc:creator>
		<pubDate>Mon, 31 Jan 2011 20:54:00 +0000</pubDate>
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		<description>where do you get all those diagrams from? Do they exist in vectorial format as well?</description>
		<content:encoded><![CDATA[<p>where do you get all those diagrams from? Do they exist in vectorial format as well?</p>
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		<title>By: Scott</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-23150</link>
		<dc:creator>Scott</dc:creator>
		<pubDate>Mon, 13 Sep 2010 08:33:54 +0000</pubDate>
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		<description>great! very useful information.</description>
		<content:encoded><![CDATA[<p>great! very useful information.</p>
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		<title>By: Dan</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-22233</link>
		<dc:creator>Dan</dc:creator>
		<pubDate>Mon, 07 Jun 2010 16:55:39 +0000</pubDate>
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		<description>I&#039;m studying medicine and your diagrams were very helpful.</description>
		<content:encoded><![CDATA[<p>I&#39;m studying medicine and your diagrams were very helpful.</p>
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		<title>By: BacterialiyspeakingQS</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-22059</link>
		<dc:creator>BacterialiyspeakingQS</dc:creator>
		<pubDate>Sun, 23 May 2010 02:16:30 +0000</pubDate>
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		<description>Wow...this was a very nice thing to my article discussion on CTV (Citrus tristeza virus)...thanks a lot</description>
		<content:encoded><![CDATA[<p>Wow&#8230;this was a very nice thing to my article discussion on CTV (Citrus tristeza virus)&#8230;thanks a lot</p>
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		<title>By: This Week In Virology &#8211; Esta Semana en Virología &#171; Gripe por A (H1N1) Blog</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-17724</link>
		<dc:creator>This Week In Virology &#8211; Esta Semana en Virología &#171; Gripe por A (H1N1) Blog</dc:creator>
		<pubDate>Mon, 05 Oct 2009 17:06:51 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-17724</guid>
		<description>[...] The error-prone ways of RNA synthesis [...]</description>
		<content:encoded><![CDATA[<p>[...] The error-prone ways of RNA synthesis [...]</p>
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		<title>By: Pandemic H1N1 influenza virus outcompetes seasonal strains in ferrets</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-17427</link>
		<dc:creator>Pandemic H1N1 influenza virus outcompetes seasonal strains in ferrets</dc:creator>
		<pubDate>Thu, 10 Sep 2009 17:53:35 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-17427</guid>
		<description>[...] and reassortment to be two distinct phenomena. The mutation rate of the virus is determined by error-prone RNA synthesis. The host applies the selection pressure that enriches for a particular phenotype. The [...]</description>
		<content:encoded><![CDATA[<p>[...] and reassortment to be two distinct phenomena. The mutation rate of the virus is determined by error-prone RNA synthesis. The host applies the selection pressure that enriches for a particular phenotype. The [...]</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-21698</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Thu, 21 May 2009 09:10:08 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-21698</guid>
		<description>An interesting question. According to wikipedia: The fossil record&lt;br&gt;indicates that single celled life began to proliferate on the planet&lt;br&gt;at some point during the Precambrian period, although exactly when&lt;br&gt;recognizably modern life first emerged is unclear. Nucleic acids&lt;br&gt;became the sole and universal means of encoding genetic information,&lt;br&gt;requiring DNA repair mechanisms that in their basic form have been&lt;br&gt;inherited by all extant life forms from their common ancestor. The&lt;br&gt;emergence of Earth&#039;s oxygen-rich atmosphere (known as the &quot;oxygen&lt;br&gt;catastrophe&quot;) due to photosynthetic organisms, as well as the presence&lt;br&gt;of potentially damaging free radicals in the cell due to oxidative&lt;br&gt;phosphorylation, necessitated the evolution of DNA repair mechanisms&lt;br&gt;that act specifically to counter the types of damage induced by&lt;br&gt;oxidative stress.&lt;br&gt;&lt;br&gt;In general we believe that RNA viruses lack error correction&lt;br&gt;mechanisms, but there may be some exceptions. For example, there is&lt;br&gt;some evidence that a coronavirus might have error correction&lt;br&gt;machinery.</description>
		<content:encoded><![CDATA[<p>An interesting question. According to wikipedia: The fossil record<br />indicates that single celled life began to proliferate on the planet<br />at some point during the Precambrian period, although exactly when<br />recognizably modern life first emerged is unclear. Nucleic acids<br />became the sole and universal means of encoding genetic information,<br />requiring DNA repair mechanisms that in their basic form have been<br />inherited by all extant life forms from their common ancestor. The<br />emergence of Earth&#39;s oxygen-rich atmosphere (known as the &#8220;oxygen<br />catastrophe&#8221;) due to photosynthetic organisms, as well as the presence<br />of potentially damaging free radicals in the cell due to oxidative<br />phosphorylation, necessitated the evolution of DNA repair mechanisms<br />that act specifically to counter the types of damage induced by<br />oxidative stress.</p>
<p>In general we believe that RNA viruses lack error correction<br />mechanisms, but there may be some exceptions. For example, there is<br />some evidence that a coronavirus might have error correction<br />machinery.</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1193</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Thu, 21 May 2009 02:10:08 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1193</guid>
		<description>An interesting question. According to wikipedia: The fossil record&lt;br&gt;indicates that single celled life began to proliferate on the planet&lt;br&gt;at some point during the Precambrian period, although exactly when&lt;br&gt;recognizably modern life first emerged is unclear. Nucleic acids&lt;br&gt;became the sole and universal means of encoding genetic information,&lt;br&gt;requiring DNA repair mechanisms that in their basic form have been&lt;br&gt;inherited by all extant life forms from their common ancestor. The&lt;br&gt;emergence of Earth&#039;s oxygen-rich atmosphere (known as the &quot;oxygen&lt;br&gt;catastrophe&quot;) due to photosynthetic organisms, as well as the presence&lt;br&gt;of potentially damaging free radicals in the cell due to oxidative&lt;br&gt;phosphorylation, necessitated the evolution of DNA repair mechanisms&lt;br&gt;that act specifically to counter the types of damage induced by&lt;br&gt;oxidative stress.&lt;br&gt;&lt;br&gt;In general we believe that RNA viruses lack error correction&lt;br&gt;mechanisms, but there may be some exceptions. For example, there is&lt;br&gt;some evidence that a coronavirus might have error correction&lt;br&gt;machinery.</description>
		<content:encoded><![CDATA[<p>An interesting question. According to wikipedia: The fossil record<br />indicates that single celled life began to proliferate on the planet<br />at some point during the Precambrian period, although exactly when<br />recognizably modern life first emerged is unclear. Nucleic acids<br />became the sole and universal means of encoding genetic information,<br />requiring DNA repair mechanisms that in their basic form have been<br />inherited by all extant life forms from their common ancestor. The<br />emergence of Earth&#39;s oxygen-rich atmosphere (known as the &#8220;oxygen<br />catastrophe&#8221;) due to photosynthetic organisms, as well as the presence<br />of potentially damaging free radicals in the cell due to oxidative<br />phosphorylation, necessitated the evolution of DNA repair mechanisms<br />that act specifically to counter the types of damage induced by<br />oxidative stress.</p>
<p>In general we believe that RNA viruses lack error correction<br />mechanisms, but there may be some exceptions. For example, there is<br />some evidence that a coronavirus might have error correction<br />machinery.</p>
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		<title>By: Matt Dubuque</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1159</link>
		<dc:creator>Matt Dubuque</dc:creator>
		<pubDate>Mon, 18 May 2009 23:40:07 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1159</guid>
		<description>Here is a link to that 1948 paper which led to the birth of information theory and electrical engineering.&lt;br&gt;&lt;br&gt;&lt;a href=&quot;http://cm.bell-labs.com/cm/ms/what/shannonday/shannon1948.pdf&quot; rel=&quot;nofollow&quot;&gt;http://cm.bell-labs.com/cm/ms/what/shannonday/s...&lt;/a&gt;&lt;br&gt;&lt;br&gt;Notice on page 6 how similar their coding schema is to CG AT CG GC AT, etc!</description>
		<content:encoded><![CDATA[<p>Here is a link to that 1948 paper which led to the birth of information theory and electrical engineering.</p>
<p><a href="http://cm.bell-labs.com/cm/ms/what/shannonday/shannon1948.pdf" rel="nofollow">http://cm.bell-labs.com/cm/ms/what/shannonday/s&#8230;</a></p>
<p>Notice on page 6 how similar their coding schema is to CG AT CG GC AT, etc!</p>
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		<title>By: Matt Dubuque</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1158</link>
		<dc:creator>Matt Dubuque</dc:creator>
		<pubDate>Mon, 18 May 2009 23:35:13 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1158</guid>
		<description>I don&#039;t want to go to far afield here, but when did error repair first begin?  Are there more primitive forms of error repair to be contrasted with extremely sophisticated ones?  Is that a distinguishing difference between RNA and DNA viruses, i.e. the former always lacks error repair mechanisms but the latter generally contains them?&lt;br&gt;&lt;br&gt;Interesting stuff.  Shannon and Weaver&#039;s Mathematical Theory of Communication 1948, which is the seminal work that founded electrical engineering (and indeed made the modem possible) is all about efficiently reducing error rates in a noisy channel (stop bits and parity bits).</description>
		<content:encoded><![CDATA[<p>I don&#39;t want to go to far afield here, but when did error repair first begin?  Are there more primitive forms of error repair to be contrasted with extremely sophisticated ones?  Is that a distinguishing difference between RNA and DNA viruses, i.e. the former always lacks error repair mechanisms but the latter generally contains them?</p>
<p>Interesting stuff.  Shannon and Weaver&#39;s Mathematical Theory of Communication 1948, which is the seminal work that founded electrical engineering (and indeed made the modem possible) is all about efficiently reducing error rates in a noisy channel (stop bits and parity bits).</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1153</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Mon, 18 May 2009 21:16:36 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1153</guid>
		<description>This is a fabulous question. I&#039;ll speculate because there is no known&lt;br&gt;answer, as far as I know. The known RNA viral genomes are no longer&lt;br&gt;than 27-31 kb, probably because they would sustain too many lethal&lt;br&gt;mutations if they were longer. DNA viral genomes can be up to 1.2&lt;br&gt;million bases in length - probably because they have error correction&lt;br&gt;mechanisms. So I would speculate that DNA viruses have evolved to keep&lt;br&gt;error repair pathways so that the genomes can be longer. Smaller DNA&lt;br&gt;viruses don&#039;t have their own DNA polymerases, but use those of the&lt;br&gt;host. Host DNA systems need to have error repair, otherwise they will&lt;br&gt;sustain mutations that lead to diseases such as cancer. Both forms of&lt;br&gt;reproduction are evolutionarily sustainable: shorter RNAs with lots of&lt;br&gt;errors; longer DNAs with fewer errors.</description>
		<content:encoded><![CDATA[<p>This is a fabulous question. I&#39;ll speculate because there is no known<br />answer, as far as I know. The known RNA viral genomes are no longer<br />than 27-31 kb, probably because they would sustain too many lethal<br />mutations if they were longer. DNA viral genomes can be up to 1.2<br />million bases in length &#8211; probably because they have error correction<br />mechanisms. So I would speculate that DNA viruses have evolved to keep<br />error repair pathways so that the genomes can be longer. Smaller DNA<br />viruses don&#39;t have their own DNA polymerases, but use those of the<br />host. Host DNA systems need to have error repair, otherwise they will<br />sustain mutations that lead to diseases such as cancer. Both forms of<br />reproduction are evolutionarily sustainable: shorter RNAs with lots of<br />errors; longer DNAs with fewer errors.</p>
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		<title>By: Massey</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1130</link>
		<dc:creator>Massey</dc:creator>
		<pubDate>Sat, 16 May 2009 15:47:01 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1130</guid>
		<description>thanks Vincent for the blog - I&#039;ve enjoyed following the discussions&lt;br&gt;&lt;br&gt;Here&#039;s a tough question. In the follow up blog to this, you say that the high mutation rates of RNA viruses is beneficial to survival in a complex environment. If this is true, why don&#039;t DNA viruses evolve high mutation rates also? It would be simple for them to delete their proofreading domain</description>
		<content:encoded><![CDATA[<p>thanks Vincent for the blog &#8211; I&#39;ve enjoyed following the discussions</p>
<p>Here&#39;s a tough question. In the follow up blog to this, you say that the high mutation rates of RNA viruses is beneficial to survival in a complex environment. If this is true, why don&#39;t DNA viruses evolve high mutation rates also? It would be simple for them to delete their proofreading domain</p>
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		<title>By: Carlos Villarreal</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1084</link>
		<dc:creator>Carlos Villarreal</dc:creator>
		<pubDate>Wed, 13 May 2009 22:47:12 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1084</guid>
		<description>Apparently, RNA viruses form quasi-species because they have a mutation rate similar to the 1/(number of bases)&lt;br&gt;in their genome. In the case of DNA organisms, the DNA polymerase reduces this mutation rate to 1/10^7 - 1/10^9.&lt;br&gt;This is also the order of magnitude of their genome. This would mean that many DNA organisms (including humans) would form quasi-species if all its genome were codifying. As a consequence, a possible role for &lt;br&gt;introns would be to allow for unharmful mutations in order to stabilize the species. Is this argument right?</description>
		<content:encoded><![CDATA[<p>Apparently, RNA viruses form quasi-species because they have a mutation rate similar to the 1/(number of bases)<br />in their genome. In the case of DNA organisms, the DNA polymerase reduces this mutation rate to 1/10^7 &#8211; 1/10^9.<br />This is also the order of magnitude of their genome. This would mean that many DNA organisms (including humans) would form quasi-species if all its genome were codifying. As a consequence, a possible role for <br />introns would be to allow for unharmful mutations in order to stabilize the species. Is this argument right?</p>
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		<title>By: phogdog</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1047</link>
		<dc:creator>phogdog</dc:creator>
		<pubDate>Mon, 11 May 2009 22:48:14 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1047</guid>
		<description>Good article, great illustrations, once again.</description>
		<content:encoded><![CDATA[<p>Good article, great illustrations, once again.</p>
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		<title>By: profvrr</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1036</link>
		<dc:creator>profvrr</dc:creator>
		<pubDate>Mon, 11 May 2009 16:38:10 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1036</guid>
		<description>You are not at all full of crap; in fact those are excellent ideas.&lt;br&gt;Often amateurs (or should we say, those not in the field) have&lt;br&gt;excellent ideas because they are not saddled with the baggage of&lt;br&gt;familiarity.&lt;br&gt;&lt;br&gt;As you&#039;ll see in coming posts, in fact the &#039;errors&#039; do help the virus&lt;br&gt;to survive, by allowing it to adapt to new hosts, to evade antivirals,&lt;br&gt;immunue responses, etc. But only to a certain extent - if there are&lt;br&gt;too many errors they will interfere with viral replication.&lt;br&gt;&lt;br&gt;As for your idea of lowering the error rate as an antiviral approach -&lt;br&gt;you&#039;ll see in the coming posts that this can be done experimentally,&lt;br&gt;and it has dramatic consequences on viral fitness. On the other hand,&lt;br&gt;what about pushing the error rate the other way, so that you&lt;br&gt;mutagenize the virus out of existence? This is in fact the mode of&lt;br&gt;action of at least one antiviral drug, ribavirin, which we&#039;ll discuss&lt;br&gt;here in a few days.</description>
		<content:encoded><![CDATA[<p>You are not at all full of crap; in fact those are excellent ideas.<br />Often amateurs (or should we say, those not in the field) have<br />excellent ideas because they are not saddled with the baggage of<br />familiarity.</p>
<p>As you&#39;ll see in coming posts, in fact the &#39;errors&#39; do help the virus<br />to survive, by allowing it to adapt to new hosts, to evade antivirals,<br />immunue responses, etc. But only to a certain extent &#8211; if there are<br />too many errors they will interfere with viral replication.</p>
<p>As for your idea of lowering the error rate as an antiviral approach -<br />you&#39;ll see in the coming posts that this can be done experimentally,<br />and it has dramatic consequences on viral fitness. On the other hand,<br />what about pushing the error rate the other way, so that you<br />mutagenize the virus out of existence? This is in fact the mode of<br />action of at least one antiviral drug, ribavirin, which we&#39;ll discuss<br />here in a few days.</p>
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		<title>By: thor183</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1035</link>
		<dc:creator>thor183</dc:creator>
		<pubDate>Mon, 11 May 2009 16:29:20 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1035</guid>
		<description>This isn&#039;t my field (I&#039;m a software guy), but I have a certain fascination with your field. I say this, because I have a speculation I&#039;d like to throw out there, but it&#039;s likely kinda ill informed. Nevertheless, I&#039;m curious as to what you might think.&lt;br&gt;&lt;br&gt;You refer to this viral RNA synthesis  as error-prone, which I understand what you mean when you say this. But the word &quot;error&quot; carries with it a certain deviation from &quot;correctness&quot;, at least in common parlance. In the viral RNA synthesis case, might this &quot;error rate&quot; actually be a primary survival mechanism for the virus in the sense that it helps its genome evade immune system defenses and anti-viral molecules.&lt;br&gt;&lt;br&gt;If so, might there be a drug strategy which instead of targeting the replication cycle of the virus, instead attacks its error rate. The idea being that by lowering the error rate of the viral RNA synthesis one reduces the rate at which the virus produces immune-evading, or anti-viral drug evading mutations. Supposing one found this &quot;exonuclease as a drug&quot; molecule, you could administer it seasonally to make this year&#039;s vaccine more likely to be effective on successive years, or something like that.&lt;br&gt;&lt;br&gt;But I am an amateur, so I&#039;m probably full of crap.</description>
		<content:encoded><![CDATA[<p>This isn&#39;t my field (I&#39;m a software guy), but I have a certain fascination with your field. I say this, because I have a speculation I&#39;d like to throw out there, but it&#39;s likely kinda ill informed. Nevertheless, I&#39;m curious as to what you might think.</p>
<p>You refer to this viral RNA synthesis  as error-prone, which I understand what you mean when you say this. But the word &#8220;error&#8221; carries with it a certain deviation from &#8220;correctness&#8221;, at least in common parlance. In the viral RNA synthesis case, might this &#8220;error rate&#8221; actually be a primary survival mechanism for the virus in the sense that it helps its genome evade immune system defenses and anti-viral molecules.</p>
<p>If so, might there be a drug strategy which instead of targeting the replication cycle of the virus, instead attacks its error rate. The idea being that by lowering the error rate of the viral RNA synthesis one reduces the rate at which the virus produces immune-evading, or anti-viral drug evading mutations. Supposing one found this &#8220;exonuclease as a drug&#8221; molecule, you could administer it seasonally to make this year&#39;s vaccine more likely to be effective on successive years, or something like that.</p>
<p>But I am an amateur, so I&#39;m probably full of crap.</p>
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		<title>By: Ascription is an Anathema to any Enthusiasm &#8250; Searching the Alternate Routes</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1028</link>
		<dc:creator>Ascription is an Anathema to any Enthusiasm &#8250; Searching the Alternate Routes</dc:creator>
		<pubDate>Mon, 11 May 2009 13:17:14 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1028</guid>
		<description>[...] the copy step is notable. In quantity and quality. a typical RNA viral genome of 10,000 bases, a mutation frequency of 1 in [...]</description>
		<content:encoded><![CDATA[<p>[...] the copy step is notable. In quantity and quality. a typical RNA viral genome of 10,000 bases, a mutation frequency of 1 in [...]</p>
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		<title>By: Mauricio Carrillo-Tripp</title>
		<link>http://www.virology.ws/2009/05/10/the-error-prone-ways-of-rna-synthesis/comment-page-1/#comment-1032</link>
		<dc:creator>Mauricio Carrillo-Tripp</dc:creator>
		<pubDate>Mon, 11 May 2009 13:02:25 +0000</pubDate>
		<guid isPermaLink="false">http://www.virology.ws/?p=1386#comment-1032</guid>
		<description>Mind blowing. Again, excellent reading!</description>
		<content:encoded><![CDATA[<p>Mind blowing. Again, excellent reading!</p>
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