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	<title>The Hyphal Tip &#187; gene cluster</title>
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	<description>Digesting the fungal genomes</description>
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		<title>Evolution of aflatoxin gene cluster</title>
		<link>http://fungalgenomes.org/blog/2007/09/evolution-of-aflatoxin-gene-cluster/</link>
		<comments>http://fungalgenomes.org/blog/2007/09/evolution-of-aflatoxin-gene-cluster/#comments</comments>
		<pubDate>Sat, 29 Sep 2007 20:17:06 +0000</pubDate>
		<dc:creator>Jason Stajich</dc:creator>
				<category><![CDATA[PKS]]></category>
		<category><![CDATA[aflatoxin]]></category>
		<category><![CDATA[aspergillus]]></category>
		<category><![CDATA[bioinformatics]]></category>
		<category><![CDATA[comparative]]></category>
		<category><![CDATA[gene cluster]]></category>
		<category><![CDATA[human pathogen]]></category>
		<category><![CDATA[molecular evolution]]></category>
		<category><![CDATA[secondary metabolite]]></category>

		<guid isPermaLink="false">http://fungalgenomes.org/blog/2007/09/evolution-of-aflatoxin-gene-cluster/</guid>
		<description><![CDATA[<a href="http://bpr3.org/?p=52" target="_blank"><img src="http://bpr3.org/images/rbicons/ResearchBlogging-Medium-Trans.png" alt="Blogging on Peer-Reviewed Research" align="right" border="0" height="50" hspace="3" vspace="3" width="80" /></a><a href="http://www.cals.ncsu.edu/plantpath/people/faculty/carbone/">Ignazio Carbone</a> and colleagues  published a recent analysis of the evolution of the <a href="http://en.wikipedia.org/wiki/Aflatoxin">aflatoxin</a> gene cluster in five Aspergillus fungi entitled <a href="http://dx.doi.org/10.1186/1471-2148-7-111" rev="review">"Gene duplication, modularity and adaptation in the evolution of the aflatoxin gene cluster"</a> in BMC Evolutionary Biology.  [...]]]></description>
			<content:encoded><![CDATA[<p><br class="webkit-block-placeholder" /><a href="http://bpr3.org/?p=52" target="_blank"><img src="http://bpr3.org/images/rbicons/ResearchBlogging-Medium-Trans.png" alt="Blogging on Peer-Reviewed Research" align="right" border="0" height="50" hspace="3" vspace="3" width="80" /></a><a href="http://www.cals.ncsu.edu/plantpath/people/faculty/carbone/">Ignazio Carbone</a> and colleagues  published a recent analysis of the evolution of the <a href="http://en.wikipedia.org/wiki/Aflatoxin">aflatoxin</a> gene cluster in five <em>Aspergillus</em> fungi entitled <a href="http://dx.doi.org/10.1186/1471-2148-7-111" rev="review">&#8220;Gene duplication, modularity and adaptation in the evolution of the aflatoxin gene cluster&#8221;</a> in BMC Evolutionary Biology.  The authors were able to identify seven modules pairs of genes whose history of duplication were highly correlated.  Several genomes of <em><a href="http://www.broad.mit.edu/annotation/genome/aspergillus_group/MultiHome.html">Aspergillus</a></em> have been sequenced along with more <a href="http://fungalgenomes.org/wiki/Fungal_Genome_Links#Eurotiales">Eurotioales</a> fungi.<span id="more-98"></span>In the Carbone <em>et al</em> manuscript, Figure 2 shows the pattern of duplication among members o the cluster with panel A showing the relative number of duplicates of each gene and the colors representing the species containing the duplicates. I would be interested in an even more systematic study of duplication patterns in the <em>Eurotiales </em>and<em> Aspergilli </em>as several classes of genes like sugar transporters and enzymes related to saprobic growth and plant matter degradation are also expanded.  I expect that this pattern of duplication is unexpectedly high, but wonder how broadly it can be seen across the clade.The authors use panel B to explore the correlation of duplications so for example, in purple, the aflT/aflQ gene pairs are closest in the dendrogram indicating their duplication pattern is highly correlated even though they are not physically adjacent. It would be helpful to have a better description of substrates that the individual enzymes can utilize if there is some relationship between the compounds for genes with correlated duplication history. Certainly the order and specificity/generality of enzymes needed in a pathway correlates with patterns of molecular evolution as seen in <a href="http://dx.doi.org/10.1093/molbev/msg197" target="_blank">Anthocyanin biosynthesis</a> for example and recent unpublished work presented at <a href="https://smbe2007.dal.ca/">SMBE2007</a> from <a href="https://smbe2007.dal.ca/Awards/">Dave Des Marais</a> showed that patterns of selection on duplicated genes is indicative of  subfunctionalization.<a href="http://www.biomedcentral.com/1471-2148/7/111/figure/F2" title="FIgure 2 from Manuscript" target="_blank"><img src="http://www.biomedcentral.com/content/figures/1471-2148-7-111-2-l.jpg" title="Figure 2 from manuscript" alt="Figure 2 from manuscript" align="middle" border="0" hspace="5" vspace="5" width="450" /></a>Figure 3 shown below, shows the gene order reconstruction in several of the <em>Aspergillus</em> genomes studied in attempt to identify the overall clustering of these genes across the lineages. The authors conclude from this reconstruction that reorganization to bring these genes together happened more recently stating:<br />
<blockquote>We hypothesize that gene modules that are contiguous in one species and noncontiguous in others are the result of rearrangements in an ancestral species. </p></blockquote>
<p>This sort of rearrangement of a cluster to bring together genes has been seen such as <a href="http://dx.doi.org/10.1038/ng1584">the DAL cluster</a> in <em>Saccharomyces.</em>I don&#8217;t know how much further research has been done to identify other putative clusters through comparative analyses.  Certainly this was looked at in recent <a href="http://dx.doi.org/10.1038/nature04341">comparative genome paper</a> but I don&#8217;t recall any major identification of new biosynthesis clusters based on unexpected synteny or clustering of PKS or NRPS genes.<a href="http://www.biomedcentral.com/1471-2148/7/111/figure/F3" title="Figure 3 from manuscript" target="_blank"><img src="http://www.biomedcentral.com/content/figures/1471-2148-7-111-3.jpg" title="Figure 3 from manuscript" alt="Figure 3 from manuscript" border="0" hspace="5" vspace="5" width="450" /></a><a href="http://www.biomedcentral.com/1471-2148/7/111/figure/F3" title="Figure 3 from manuscript" target="_blank"></a></p>
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		<title>Exploring a global regulator of gene expression in Aspergillus</title>
		<link>http://fungalgenomes.org/blog/2007/06/exploring-a-global-regulator-of-gene-expression-in-aspergillus/</link>
		<comments>http://fungalgenomes.org/blog/2007/06/exploring-a-global-regulator-of-gene-expression-in-aspergillus/#comments</comments>
		<pubDate>Mon, 25 Jun 2007 10:41:35 +0000</pubDate>
		<dc:creator>Jason Stajich</dc:creator>
				<category><![CDATA[NRPS]]></category>
		<category><![CDATA[aspergillus]]></category>
		<category><![CDATA[gene cluster]]></category>
		<category><![CDATA[gene function]]></category>
		<category><![CDATA[gene regulation]]></category>
		<category><![CDATA[microarray]]></category>
		<category><![CDATA[secondary metabolite]]></category>

		<guid isPermaLink="false">http://fungalgenomes.org/blog/2007/06/exploring-a-global-regulator-of-gene-expression-in-aspergillus/</guid>
		<description><![CDATA[<img src="http://fungalgenomes.org/blog/wp-content/uploads/2007/11/researchblogging-medium-trans.png" alt="Blogging about Peer-Reviewed Research" align="right" border="0" hspace="3" vspace="3" />When <a href="http://dx.doi.org/10.1128/EC.4.9.1574-1582.2005">first discovered</a>, the gene LaeA was thought to be a master switch for <a href="http://dx.doi.org/10.1111/j.1365-2958.2006.05330.x">silencing</a> of several <a href="http://fungalgenomes.org/wiki/NRPS">NRPS</a> <a href="http://en.wikipedia.org/wiki/secondary_metabolite">secondary metabolite</a> gene clusters in Aspergillus.  NRPS and PKS are <a href="http://dx.doi.org/10.1038/nrmicro1286">important genes</a> in filamentous fungi as they produce many compounds that likely help fungi compete in the ecological niche mycotoxins (e.g. <a href="http://en.wikipedia.org/wiki/Aflatoxin">aflatoxin</a>, <a [...]]]></description>
			<content:encoded><![CDATA[<p><img src="http://fungalgenomes.org/blog/wp-content/uploads/2007/11/researchblogging-medium-trans.png" alt="Blogging about Peer-Reviewed Research" align="right" border="0" hspace="3" vspace="3" />When <a href="http://dx.doi.org/10.1128/EC.4.9.1574-1582.2005">first discovered</a>, the gene <em>LaeA</em> was thought to be a master switch for <a href="http://dx.doi.org/10.1111/j.1365-2958.2006.05330.x">silencing</a> of several <a href="http://fungalgenomes.org/wiki/NRPS">NRPS</a> <a href="http://en.wikipedia.org/wiki/secondary_metabolite">secondary metabolite</a> gene clusters in <em>Aspergillus</em>.  NRPS and PKS are <a href="http://dx.doi.org/10.1038/nrmicro1286">important genes</a> in filamentous fungi as they produce many compounds that likely help fungi compete in the ecological niche mycotoxins (e.g. <a href="http://en.wikipedia.org/wiki/Aflatoxin">aflatoxin</a>, <a href="http://en.wikipedia.org/wiki/Gliotoxin">gliotoxin</a>), plant hormone  (e.g. <a href="http://en.wikipedia.org/wiki/Gibberellin">Gibberellin</a>), and a <a href="http://dx.doi.org/10.1016/j.copbio.2003.09.009">potential wealth</a> of <a href="http://dx.doi.org/10.1016/j.pbi.2006.05.004">additional undiscovered activities</a>.</p>
<p>A recent paper from <a href="http://www.plantpath.wisc.edu/fac/npk.htm">Nancy Keller&#8217;s lab</a> entitled <a href="http://dx.doi.org/10.1371/journal.ppat.0030050" rev="review">Transcriptional Regulation of Chemical Diversity in <em>Aspergillus fumigatus</em> by <em>LaeA</em></a> has followed up previous studies with whole genome expression profiling of a <em>LaeA</em> knockout strain to explore the breadth of the genome that is regulated by this transcriptional regulator. <span id="more-81"></span>The exact mechanism of <em>LaeA</em> silencing is not fully understood although it is thought to act via chromatin remodeling.  There was some debate as to whether or not the pathway regulated production of a specific toxin that regulates virulence or if it was master regulator that controlled several different metabolite production pathways.  <a href="http://dx.doi.org/10.1128/EC.3.2.527-535.2004"><em>Î”LaeA</em></a><em> </em> was <a href="http://dx.doi.org/10.1128/EC.4.9.1574-1582.2005">hypovirulent</a> but yet <a href="http://dx.doi.org/10.1128/EC.00049-06">individual knockout of a known toxin like the gliotoxin NRPS did not show attenuated virulence</a>.  So <em>LaeA</em> much be regulating additional genes besides gliotoxin.</p>
<p>The <a href="http://dx.doi.org/10.1371/journal.ppat.0030050">Perrin et al</a> study sought to explore this relationship through whole genome expression profiling.  They found that <em>LaeA</em> influences the expression (positively or negatively) of at least 9.5% of the genome and that it positively controls the expression of 20-40% of the major secondary metabolite pathways including not only NRPSs, but Polyketide synthases (<a href="http://en.wikipedia.org/wiki/Polyketide_synthase">PKS</a>), and <a href="http://en.wikipedia.org/wiki/P450">P450</a> monooxygenases genes.  This helps resolve some of the conflicting results from different knockout experiments.</p>
<p>It also provides an interesting window into how these genes and gene clusters may have evolved.  There aren&#8217;t a lot of good examples of global regulation by chromatin silencing in fungi.  The MAT <a href="http://mmbr.asm.org/cgi/content/abstract/56/4/543">HML and HMR cassette silencing</a> in <em>Saccharomyces</em> is one example and telomeric and centromeric silencing are another other.   Future work here is will help dissect both the mechanism of silencing and the potential role it has in regulation of secondary metabolite genes and virulence factors in filamentous pathogens.</p>
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