<html><head><meta http-equiv="Content-Type" content="text/html charset=utf-8"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class="">Final results with source maker will be of type gene/mRNA/exon/CDS. They have been further processed beyond the raw results, and may include extensions such as the addition of UTR for example (or hint based recomputation in the case of SNAP and Augustus). The gene ID of the maker model will let you know the source before additional processing was applied. Raw results will also be in the file as type match/match_part and source evm/snap/augustus, but are only there for reference purposes (there will also be a raw fasta from each source, but only for reference purposes). All models compete against each other, and the one best matching the evidence is kept. So if SNAP or Augustus scores better than EVM, then that model will be kept for that locus. You can find more detail in the MAKER wiki and the MAKER2 paper for how models compete. <div class=""><br class=""></div><div class="">So the final result is not a superset, rather a merged subset from each potential source.<br class=""><div class=""><br class=""></div><div class="">EVM is not used to obtain a consensus gene model. Its results compete just like all other algorithms. This is because when EVM works it produces beautiful models that score really well, but when it doesn’t work it produces either no model or partial models.</div><div class=""><br class=""></div><div class="">—Carson</div><div class=""><br class=""></div><div class=""><br class=""><div><blockquote type="cite" class=""><div class="">On Mar 16, 2017, at 3:07 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" class="">rcui@age.mpg.de</a>> wrote:</div><br class="Apple-interchange-newline"><div class=""><div dir="ltr" class="">Dear Carson,<div class=""><br class=""></div><div class=""> thank you so much! I am now peeking into the results for the finished scaffolds. In the gff file, the gene id confuses me a bit. In this file, column 2 is always "maker", but the "ID" attribute in the annotation is prefixed with "snap", "maker", "evm" , "augustus" etc. Does that mean the final annotation is a superset of all gene predictors? If EVM was used to obtain a consensus gene model, why would the other models still show up in the final result set?</div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:+49 (0)221 496 </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Wed, Mar 15, 2017 at 3:52 PM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">Maybe. I haven’t tested this, but it should work. Maker supports labels for input by placing a ‘:’ and a label after each file name.<div class=""><br class=""></div><div class="">Example—></div><div class=""><font face="Courier" class="">est=file1.fasta:label_1,file2.<wbr class="">fasta:label_2</font><br class=""><div class=""><br class=""></div><div class="">If you label your files, then the label will go into the GFF3. So instead of <font face="Courier" class="">est2genome</font> in column 2, you will get <font face="Courier" class="">est2genome:label_1</font> in column 2.</div><div class=""><br class=""></div><div class="">As a result, you should be able to add that label to the EVM settings like so and it will match column 2 of the GFF3—></div><div class=""><font face="Courier" class="">evmtrans:est2genome:label1=10</font></div><div class=""><br class=""></div><div class="">I don’t know if the label will force anything raw analysis to rerun, but it shouldn’t.</div><span class="HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div><div class=""><br class=""></div><div class="">—Carson</div></font></span><div class=""><div class="h5"><div class=""><br class=""></div><div class=""><br class=""><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Mar 15, 2017, at 5:13 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227Apple-interchange-newline"><div class=""><div dir="ltr" class="">Hi Carson,<div class=""><br class=""></div><div class=""> currently I am partitioning the protein evidence based on phylogenetic relationship into several datasets, supplied as comma delimited list. Is it possible then to specify higher weight for protein2genome models from closer related species than further related taxa?</div><div class=""><br class=""></div><div class="">Ray </div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Wed, Mar 15, 2017 at 11:47 AM, Ray Cui <span dir="ltr" class=""><<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr" class="">Dear Carson,<div class=""><br class=""></div><div class=""> thank you for the pointers! Before running the first round of Maker, I mapped conspecific Trinity assembled proteins (long, "full length" subset) to an earlier version of the genome assembly using my own pipeline and trained Augustus and SNAP that way. I also trained Genemark-ET using TopHat alignments per their instructions. I'm wondering if it will be worth doing a second round, but I guess I will see.</div><div class=""><br class=""></div><div class=""> It is good to know that MAKER will reuse the old results. </div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><span class=""><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""></span><div class=""><div class="m_-4418292881965505227h5"><div class="gmail_quote">On Tue, Mar 14, 2017 at 5:58 PM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">You can find lots of info in the devel archives on training. Example —> <a href="https://groups.google.com/forum/#!topic/maker-devel/FWMSTdqWQqI" target="_blank" class="">https://groups.google.com/f<wbr class="">orum/#!topic/maker-devel/FWMST<wbr class="">dqWQqI</a><div class=""><br class=""></div><div class="">Also example of training SNAP on the wiki —> <a href="http://weatherby.genetics.utah.edu/MAKER/wiki/index.php/MAKER_Tutorial_for_GMOD_Online_Training_2014#Training_ab_initio_Gene_Predictors" target="_blank" class="">http://weatherby.genetics.u<wbr class="">tah.edu/MAKER/wiki/index.php/M<wbr class="">AKER_Tutorial_for_GMOD_Online_<wbr class="">Training_2014#Training_ab_init<wbr class="">io_Gene_Predictors</a></div><div class=""><br class=""></div><div class="">MAKER will reuse old raw results if you rerun in the same directory (only deleting what would be different given altered settings between runs). It will see the existing alignments archived in the datastore as raw reports and just reuse them. The exception to this are the exonerate alignments. They are generated relatively quickly compared to the BLAS T runs, so rerunning them is not too much overhead. Also they are not archived because doing so created IO issues (exonerate is not running in bulk batches like BLAST, rather as multiple small separate runs for each polished read, and archiving a lot of small raw reports can occur so fast when using MPI that it crashes storage servers). So we decided to just not archive exonerate rather than develop a database like bundling/compression mechanism to get around the IO issues.</div><div class=""><br class=""></div><div class="">Thanks,</div><div class="">Carson</div><div class=""><div class="m_-4418292881965505227m_515886675917813568h5"><div class=""><br class=""></div><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Mar 14, 2017, at 10:44 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109Apple-interchange-newline"><div class=""><div dir="ltr" class="">Hi Carson,<div class=""> Thanks for your prompt response!</div><div class=""><br class=""></div><div class=""> I have a somewhat unrelated question. After the first run of Maker, I want to train Augustus, SNAP and Genemark-ET using the most reliable gene models produced in the first round. What would be a good way to select these gene models? </div><div class=""> After retraining the ab initio predictors, I also wonder if it's necessary to redo all the alignments (blastx, est2genome, protein2genome etc) in the second iteration, since they are exactly the same as the first run. Perhaps maker can take in the alignment results from the previous run? </div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Tue, Mar 14, 2017 at 5:37 PM, Ray Cui <span dir="ltr" class=""><<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr" class="">I see. If my evm config looks like this:<div class=""><div class="">evmab=5 #default weight for source unspecified ab initio predictions</div><div class="">evmab:snap=5 #weight for snap sourced predictions</div><div class="">evmab:augustus=10 #weight for augustus sourced predictions</div><div class="">evmab:fgenesh=10 #weight for fgenesh sourced predictions</div><div class="">evmab:genemark=5 #weight for genemark sourced predictions</div></div><div class=""><br class=""></div><div class="">and Column 2 in the genemark.gff is "GeneMark.hmm" , then the value from "evmab" (=5) will be used, is that correct?</div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><span class=""><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109h5"><div class="gmail_quote">On Tue, Mar 14, 2017 at 5:29 PM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">Column 2 in the GFF3 file is the source column. It is used to specify the source fo the data. That column will also be used by EVM to bin features by their source and apply weights based on source.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div><div class="">—Carson</div></font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911h5"><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Mar 14, 2017, at 10:26 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228Apple-interchange-newline"><div class=""><div dir="ltr" class="">Thanks! I didn't know you can also name the gff, but I think using the default is fine, that's what I'm doing now.<div class=""><br class=""></div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Tue, Mar 14, 2017 at 5:11 PM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class=""><div class=""><br class=""></div><div class="">These are set in the maker_evm.ctl file.</div><div class=""><br class=""></div><div class="">Use whatever you used in the source column of the input GFF3. For example if column 2 is set as GENEMARK, then do this —></div>evmab:GENEMARK=7<div class=""><br class=""></div><div class="">This also works —></div><div class="">evmab:pred_gff:GENEMARK=7</div><div class=""><br class=""></div><div class="">Or just set the default —></div><div class="">evmab=7</div><span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div><div class="">—Carson</div></font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228h5"><div class=""><br class=""></div><div class=""><br class=""></div><div class=""><br class=""></div><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Mar 10, 2017, at 8:48 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083Apple-interchange-newline"><div class=""><div dir="ltr" class="">Dear Carson,<div class=""><br class=""></div><div class=""> I think it may be the most straight foward to input the GFF3 instead.</div><div class=""><br class=""></div><div class=""> What is the correct way of setting a weight for the EVM step for this GFF3 models passed through the pred_gff option?</div><div class=""><br class=""></div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Mon, Feb 20, 2017 at 10:53 AM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">It may work as is as long as you don’t need any of the additional options that have been added. If not, you can also just run it outside of MAKER then provide the result in GFF3 format to pred_gff.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div><div class="">—Carson</div></font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083h5"><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Feb 20, 2017, at 2:51 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310Apple-interchange-newline"><div class=""><div dir="ltr" class="">I see. Is there any recent plans to incorporate it into Maker?<div class=""><br class=""></div><div class="">If not, I could try to see if I can adapt the current Maker script.</div><div class=""><br class=""></div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Mon, Feb 20, 2017 at 10:46 AM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">Yes. This is a recent update. It’s an attempt to merge GeneMark-ET and GeneMark-EP into GeneMark-ES scripts.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div></font></span><div class=""><span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310HOEnZb"><font color="#888888" class="">—Carson</font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310h5"><br class=""><div class=""><br class=""></div><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Feb 20, 2017, at 2:43 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273Apple-interchange-newline"><div class=""><div dir="ltr" class="">I see, I will take a look at the wrapper <span style="font-size:12.8px" class="">gmhmm_wrap. </span><div class=""><span style="font-size:12.8px" class=""><br class=""></span></div><div class=""><span style="font-size:12.8px" class="">I think there must have been a big update between different Genemark versions. It seems that they now also supports evidence being fed into the prediction stage.<br class=""></span><div class=""><br class=""></div><div class="">The name of the latest version of the genemark script has been changed to "<a href="http://gmes_petap.pl/" target="_blank" class="">gmes_petap.pl</a>", with the following command lines options:<div class=""><br class=""></div><div class=""><div class="">Usage: /beegfs/group_dv/software/sou<wbr class="">rce/gm_et_linux_64/gmes_petap/<a href="http://gmes_petap.pl/" target="_blank" class=""><wbr class="">gmes_petap.pl</a> [options] --sequence [filename]</div><div class=""><br class=""></div><div class="">GeneMark-ES Suite version 4.33</div><div class=""> includes transcript (GeneMark-ET) and protein (GeneMark-EP) based training and prediction</div><div class=""><br class=""></div><div class="">Input sequence/s should be in FASTA format</div><div class=""><br class=""></div><div class="">Algorithm options</div><div class=""> --ES to run self-training</div><div class=""> --fungus to run algorithm with branch point model (most useful for fungal genomes)</div><div class=""> --ET [filename]; to run training with introns coordinates from RNA-Seq read alignments (GFF format)</div><div class=""> --et_score [number]; 4 (default) minimum score of intron in initiation of the ET algorithm</div><div class=""> --evidence [filename]; to use in prediction external evidence (RNA or protein) mapped to genome</div><div class=""> --training_only to run only training step</div><div class=""> --prediction_only to run only prediction step</div><div class=""> --predict_with [filename]; predict genes using this file species specific parameters (bypass regular training and prediction steps)</div><div class=""><br class=""></div><div class="">Sequence pre-processing options</div><div class=""> --max_contig [number]; 5000000 (default) will split input genomic sequence into contigs shorter then max_contig</div><div class=""> --min_contig [number]; 50000 (default); will ignore contigs shorter then min_contig in training </div><div class=""> --max_gap [number]; 5000 (default); will split sequence at gaps longer than max_gap</div><div class=""> Letters 'n' and 'N' are interpreted as standing within gaps </div><div class=""> --max_mask [number]; 5000 (default); will split sequence at repeats longer then max_mask</div><div class=""> Letters 'x' and 'X' are interpreted as results of hard masking of repeats</div><div class=""> --soft_mask [number] to indicate that lowercase letters stand for repeats; utilize only lowercase repeats longer than specified length</div><div class=""><br class=""></div><div class="">Run options</div><div class=""> --cores [number]; 1 (default) to run program with multiple threads </div><div class=""> --pbs to run on cluster with PBS support</div><div class=""> --v verbose</div><div class=""><br class=""></div><div class="">Customizing parameters:</div><div class=""> --max_intron [number]; default 10000 (3000 fungi), maximum length of intron</div><div class=""> --max_intergenic [number]; default 10000, maximum length of intergenic regions</div><div class=""> --min_gene_prediction [number]; default 300 (120 fungi) minimum allowed gene length in prediction step</div><div class=""><br class=""></div><div class="">Developer options:</div><div class=""> --usr_cfg [filename]; to customize configuration file</div><div class=""> --ini_mod [filename]; use this file with parameters for algorithm initiation</div><div class=""> --test_set [filename]; to evaluate prediction accuracy on the given test set</div><div class=""> --key_bin</div><div class=""> --debug</div><div class=""># -------------------</div></div><div class=""><br class=""></div></div></div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Mon, Feb 20, 2017 at 10:28 AM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">Also note that the gmhmme3 executable distributed with different flavors of genemark has had the same name but has been quite different in both command line structure and output between flavors.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div></font></span><div class=""><span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273HOEnZb"><font color="#888888" class="">—Carson</font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273h5"><br class=""><div class=""><br class=""></div><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Feb 20, 2017, at 2:08 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632Apple-interchange-newline"><div class=""><div dir="ltr" class="">Thanks. <div class=""><br class=""></div><div class="">Are the "--max_intron" and "--max_intergenic" parameters automatically set by Maker when calling Genemark?</div><div class="">If you can point me to the part of the maker source code that construct the final genemark command line I can also take a look.</div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Mon, Feb 20, 2017 at 10:02 AM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">The names of scripts used are listed in the maker_exe.ctl file. It depends on if formatting or any flags have changed between versions.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632HOEnZb"><font color="#888888" class=""><div class=""><br class=""></div></font></span><div class=""><span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632HOEnZb"><font color="#888888" class="">—Carson</font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632h5"><br class=""><div class=""><br class=""></div><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Feb 20, 2017, at 1:59 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129Apple-interchange-newline"><div class=""><div dir="ltr" class="">Dear Carson,<div class=""><br class=""></div><div class=""> I have now run GeneMark-ET, and it produces a trained .mod file. I think it can be then passed to Maker. Do you know what is the final constructed command line in Maker that calls genemark? Genemark-et and es use the same perl script so one probably only needs to use the --prediction and --predict_with xxx.mod options to predict genes using the species specific parameters (bypassing regular training and prediction steps)</div><div class=""><br class=""></div><div class=""><br class=""></div><div class="">Best Regards,</div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Mon, Feb 20, 2017 at 6:39 AM, Carson Holt <span dir="ltr" class=""><<a href="mailto:carsonhh@gmail.com" target="_blank" class="">carsonhh@gmail.com</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div style="word-wrap:break-word" class="">MAKER was support was designed with GeneMark-ES. It may or may not work with GeneMark-ET. So any MAKER related archive posts etc. will be related to the latter.<div class=""><br class=""></div><div class="">With GeneMark-ES, you simply provided a genome assembly and let it run. It would then produce several files and output directories. The es.mod file was the one you provided to MAKER. I don’t know how this compares to GeneMark-ET.<span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129HOEnZb"><font color="#888888" class=""><br class=""><div class=""><br class=""></div></font></span><div class=""><span class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129HOEnZb"><font color="#888888" class="">—Carson</font></span><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129h5"><br class=""><div class=""><br class=""><div class=""><br class=""><div class=""><blockquote type="cite" class=""><div class="">On Feb 14, 2017, at 8:44 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div><br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403Apple-interchange-newline"><div class=""><div dir="ltr" class="">Hi Daniel,<div class=""><br class=""></div><div class=""> thanks! It seems that Genemark-ET has a "--training" flag, is that the flag I should use when training or should I just let Genemark also perform the prediction? </div><div class=""><br class=""></div><div class="">Ray</div></div><div class="gmail_extra"><br clear="all" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403gmail_signature" data-smartmail="gmail_signature"><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div dir="ltr" class=""><div class=""><div class=""><div class="">Dr. Rongfeng (Ray) Cui</div><div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div><div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div><div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div><div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div><div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div><div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div><div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div><div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div><div class=""><br class=""></div></div><div class=""><br class=""></div></div><div class=""></div></div></div></div></div></div></div></div>
<br class=""><div class="gmail_quote">On Tue, Feb 14, 2017 at 3:43 PM, Ence,daniel <span dir="ltr" class=""><<a href="mailto:d.ence@ufl.edu" target="_blank" class="">d.ence@ufl.edu</a>></span> wrote:<br class=""><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
<div style="word-wrap:break-word" class="">
Hi Ray,
<div class=""><br class="">
</div>
<div class="">I think you’re on the right track with training Genemark with RNAseq data. It should only change the training steps, which are external to MAKER, but not how MAKER runs Genemark. You’ll still give MAKER the path to the “es.mod" file made by Genemark. </div>
<div class=""><br class="">
</div>
<div class="">For the 2nd question, in the MAKER beta 3, MAKER creates a control file for EVM, in which you set your weights for the various inputs, and then MAKER runs EVM alongside all the other gene predictors and chooses the model that is best supported
by the evidence. </div>
<div class=""><br class="">
</div>
<div class="">~Daniel</div>
<div class=""><br class="">
</div>
<div class=""><br class="">
<br class="">
<div class="">
<blockquote type="cite" class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403h5">
<div class="">On Feb 14, 2017, at 7:38 AM, Ray Cui <<a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a>> wrote:</div>
<br class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403m_2622219514221564884Apple-interchange-newline">
</div></div><div class=""><div class=""><div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403h5">
<div dir="ltr" class="">Hello,
<div class=""><br class="">
</div>
<div class=""> I have sucessfully installed Maker beta 3, working with both Augustus and SNAP. I also want to try adding GeneMark-ES to the ab initio predictor.</div>
<div class=""> When I read the GeneMark-ES manual, it says that one can use RNAseq data to aid training. I'm wondering what would be the best way to integrate Genemark-ET predictions into Maker. Should I run Genemark-ET independent of Maker, then integrate
the GFF at some point during the maker process? If so, how should I edit the configuration file? Currently maker has an option called "gmhmm". Should I then train GeneMark by myself with RNAseq data, then feed the hmm to maker?</div>
<div class=""> </div>
<div class=""> And perhaps an unrelated question is that now Maker beta 3 supports EVM. I'm wondering how EVM is used by Maker (at which step, what does it do), and how does it differ from what Maker is designed for (both reconciles different gene
models). </div>
<div class=""><br class="">
</div>
<div class="">Best Regards,</div>
<div class="">Ray</div>
<div class=""><br class="">
</div>
<div class="">Dr. Rongfeng (Ray) Cui
<div class="">
<div class="m_-4418292881965505227m_515886675917813568m_7888413454921758109m_940652062339115911m_-2365646383218323228m_3118275203483221083m_396507804840488310m_-2505128262966968273m_8525391965503637632m_-231511655974155129m_-228215818425102403m_2622219514221564884gmail_signature">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div dir="ltr" class="">
<div class="">
<div class="">
<div class="">Max-Planck-Institut für Biologie des Alterns / Max Planck Institute for Biology of Ageing</div>
<div class=""><span style="text-align:justify" class="">Wissenschaftlicher MA</span> / Postdoctoral researcher</div>
<div class="">Office: Joseph-Stelzmann 9b, D-50931 Köln / Cologne</div>
<div class="">Postal address: Postfach 41 06 23, D-50866 Köln / Cologne</div>
<div class="">Tel.:<a href="tel:+49%20221%20496" value="+49221496" target="_blank" class="">+49 (0)221 496</a> </div>
<div class="">Mobile: +49 <a value="+4922137970496" style="color:rgb(17,85,204)" class="">0221 37970 496</a></div>
<div class=""><a href="mailto:rcui@age.mpg.de" target="_blank" class="">rcui@age.mpg.de</a></div>
<div class=""><a href="http://www.age.mpg.de/" target="_blank" class="">www.age.mpg.de</a> </div>
<div class=""><br class="">
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