PhyloPythiaS+: a self-training method for the rapid reconstruction of low-ranking taxonomic bins from metagenomes
Identifieur interne : 001480 ( Ncbi/Checkpoint ); précédent : 001479; suivant : 001481PhyloPythiaS+: a self-training method for the rapid reconstruction of low-ranking taxonomic bins from metagenomes
Auteurs : Ivan Gregor [Allemagne] ; Johannes Dröge [Allemagne] ; Melanie Schirmer [États-Unis] ; Christopher Quince [Royaume-Uni] ; Alice C. Mchardy [Allemagne]Source :
- PeerJ [ 2167-8359 ] ; 2016.
Abstract
Url:
DOI: 10.7717/peerj.1603
PubMed: 26870609
PubMed Central: 4748697
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 000105
- to stream Pmc, to step Curation: 000105
- to stream Pmc, to step Checkpoint: 000C79
- to stream PubMed, to step Corpus: 001261
- to stream PubMed, to step Curation: 001261
- to stream PubMed, to step Checkpoint: 000F47
- to stream Ncbi, to step Merge: 001480
- to stream Ncbi, to step Curation: 001480
Links to Exploration step
PMC:4748697Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en"><italic>PhyloPythiaS+</italic>
: a self-training method for the rapid reconstruction of low-ranking taxonomic bins from metagenomes</title>
<author><name sortKey="Gregor, Ivan" sort="Gregor, Ivan" uniqKey="Gregor I" first="Ivan" last="Gregor">Ivan Gregor</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Droge, Johannes" sort="Droge, Johannes" uniqKey="Droge J" first="Johannes" last="Dröge">Johannes Dröge</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Schirmer, Melanie" sort="Schirmer, Melanie" uniqKey="Schirmer M" first="Melanie" last="Schirmer">Melanie Schirmer</name>
<affiliation wicri:level="1"><nlm:aff id="aff-4"><institution>The Broad Institute of MIT and Harvard</institution>
,<addr-line>Cambridge, MA</addr-line>
,<country>United States</country>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Quince, Christopher" sort="Quince, Christopher" uniqKey="Quince C" first="Christopher" last="Quince">Christopher Quince</name>
<affiliation wicri:level="1"><nlm:aff id="aff-5"><institution>School of Engineering, University of Glasgow</institution>
,<addr-line>Glasgow</addr-line>
,<country>United Kingdom</country>
</nlm:aff>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Mchardy, Alice C" sort="Mchardy, Alice C" uniqKey="Mchardy A" first="Alice C." last="Mchardy">Alice C. Mchardy</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">26870609</idno>
<idno type="pmc">4748697</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4748697</idno>
<idno type="RBID">PMC:4748697</idno>
<idno type="doi">10.7717/peerj.1603</idno>
<date when="2016">2016</date>
<idno type="wicri:Area/Pmc/Corpus">000105</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000105</idno>
<idno type="wicri:Area/Pmc/Curation">000105</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000105</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000C79</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000C79</idno>
<idno type="wicri:source">PubMed</idno>
<idno type="RBID">pubmed:26870609</idno>
<idno type="wicri:Area/PubMed/Corpus">001261</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">001261</idno>
<idno type="wicri:Area/PubMed/Curation">001261</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">001261</idno>
<idno type="wicri:Area/PubMed/Checkpoint">000F47</idno>
<idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000F47</idno>
<idno type="wicri:Area/Ncbi/Merge">001480</idno>
<idno type="wicri:Area/Ncbi/Curation">001480</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">001480</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main"><italic>PhyloPythiaS+</italic>
: a self-training method for the rapid reconstruction of low-ranking taxonomic bins from metagenomes</title>
<author><name sortKey="Gregor, Ivan" sort="Gregor, Ivan" uniqKey="Gregor I" first="Ivan" last="Gregor">Ivan Gregor</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Droge, Johannes" sort="Droge, Johannes" uniqKey="Droge J" first="Johannes" last="Dröge">Johannes Dröge</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Schirmer, Melanie" sort="Schirmer, Melanie" uniqKey="Schirmer M" first="Melanie" last="Schirmer">Melanie Schirmer</name>
<affiliation wicri:level="1"><nlm:aff id="aff-4"><institution>The Broad Institute of MIT and Harvard</institution>
,<addr-line>Cambridge, MA</addr-line>
,<country>United States</country>
</nlm:aff>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Quince, Christopher" sort="Quince, Christopher" uniqKey="Quince C" first="Christopher" last="Quince">Christopher Quince</name>
<affiliation wicri:level="1"><nlm:aff id="aff-5"><institution>School of Engineering, University of Glasgow</institution>
,<addr-line>Glasgow</addr-line>
,<country>United Kingdom</country>
</nlm:aff>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
<author><name sortKey="Mchardy, Alice C" sort="Mchardy, Alice C" uniqKey="Mchardy A" first="Alice C." last="Mchardy">Alice C. Mchardy</name>
<affiliation wicri:level="1"><nlm:aff id="aff-1"><institution>Max-Planck Research Group for Computational Genomics and Epidemiology, Max-Planck Institute for Informatics</institution>
,<addr-line>Saarbrücken</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-2"><institution>Department of Algorithmic Bioinformatics, Heinrich-Heine-University Düsseldorf</institution>
,<addr-line>Düsseldorf</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1"><nlm:aff id="aff-3"><institution>Computational Biology of Infection Research, Helmholtz Center for Infection Research</institution>
,<addr-line>Braunschweig</addr-line>
,<country>Germany</country>
</nlm:aff>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea># see nlm:aff country strict</wicri:regionArea>
</affiliation>
</author>
</analytic>
<series><title level="j">PeerJ</title>
<idno type="eISSN">2167-8359</idno>
<imprint><date when="2016">2016</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p><bold>Background.</bold>
Metagenomics is an approach for characterizing environmental microbial communities <italic>in situ</italic>
, it allows their functional and taxonomic characterization and to recover sequences from uncultured taxa. This is often achieved by a combination of sequence assembly and binning, where sequences are grouped into ‘bins’ representing taxa of the underlying microbial community. Assignment to low-ranking taxonomic bins is an important challenge for binning methods as is scalability to Gb-sized datasets generated with deep sequencing techniques. One of the best available methods for species bins recovery from deep-branching phyla is the expert-trained <italic>PhyloPythiaS</italic>
package, where a human expert decides on the taxa to incorporate in the model and identifies ‘training’ sequences based on marker genes directly from the sample. Due to the manual effort involved, this approach does not scale to multiple metagenome samples and requires substantial expertise, which researchers who are new to the area do not have.</p>
<p><bold>Results.</bold>
We have developed <italic>PhyloPythiaS+</italic>
, a successor to our <italic>PhyloPythia(S)</italic>
software. The new (+) component performs the work previously done by the human expert. <italic>PhyloPythiaS+</italic>
also includes a new <italic>k</italic>
-mer counting algorithm, which accelerated the simultaneous counting of 4–6-mers used for taxonomic binning 100-fold and reduced the overall execution time of the software by a factor of three. Our software allows to analyze Gb-sized metagenomes with inexpensive hardware, and to recover species or genera-level bins with low error rates in a fully automated fashion. <italic>PhyloPythiaS+</italic>
was compared to <italic>MEGAN</italic>
, <italic>taxator-tk</italic>
, <italic>Kraken</italic>
and the generic <italic>PhyloPythiaS</italic>
model. The results showed that <italic>PhyloPythiaS+</italic>
performs especially well for samples originating from novel environments in comparison to the other methods.</p>
<p><bold>Availability.</bold>
<italic>PhyloPythiaS+</italic>
in a virtual machine is available for installation under Windows, Unix systems or OS X on: <uri xlink:href="https://github.com/algbioi/ppsp/wiki">https://github.com/algbioi/ppsp/wiki</uri>
.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Audano, P" uniqKey="Audano P">P Audano</name>
</author>
<author><name sortKey="Vannberg, F" uniqKey="Vannberg F">F Vannberg</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Blaser, M" uniqKey="Blaser M">M Blaser</name>
</author>
<author><name sortKey="Bork, P" uniqKey="Bork P">P Bork</name>
</author>
<author><name sortKey="Fraser, C" uniqKey="Fraser C">C Fraser</name>
</author>
<author><name sortKey="Knight, R" uniqKey="Knight R">R Knight</name>
</author>
<author><name sortKey="Wang, J" uniqKey="Wang J">J Wang</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Boisvert, S" uniqKey="Boisvert S">S Boisvert</name>
</author>
<author><name sortKey="Raymond, F" uniqKey="Raymond F">F Raymond</name>
</author>
<author><name sortKey="Godzaridis, E" uniqKey="Godzaridis E">É Godzaridis</name>
</author>
<author><name sortKey="Laviolette, F" uniqKey="Laviolette F">F Laviolette</name>
</author>
<author><name sortKey="Corbeil, J" uniqKey="Corbeil J">J Corbeil</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Brady, A" uniqKey="Brady A">A Brady</name>
</author>
<author><name sortKey="Salzberg, S" uniqKey="Salzberg S">S Salzberg</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Chin, Cs" uniqKey="Chin C">CS Chin</name>
</author>
<author><name sortKey="Alexander, Dh" uniqKey="Alexander D">DH Alexander</name>
</author>
<author><name sortKey="Marks, P" uniqKey="Marks P">P Marks</name>
</author>
<author><name sortKey="Klammer, Aa" uniqKey="Klammer A">AA Klammer</name>
</author>
<author><name sortKey="Drake, J" uniqKey="Drake J">J Drake</name>
</author>
<author><name sortKey="Heiner, C" uniqKey="Heiner C">C Heiner</name>
</author>
<author><name sortKey="Clum, A" uniqKey="Clum A">A Clum</name>
</author>
<author><name sortKey="Copeland, A" uniqKey="Copeland A">A Copeland</name>
</author>
<author><name sortKey="Huddleston, J" uniqKey="Huddleston J">J Huddleston</name>
</author>
<author><name sortKey="Eichler, Ee" uniqKey="Eichler E">EE Eichler</name>
</author>
<author><name sortKey="Turner, Sw" uniqKey="Turner S">SW Turner</name>
</author>
<author><name sortKey="Korlach, J" uniqKey="Korlach J">J Korlach</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Deorowicz, S" uniqKey="Deorowicz S">S Deorowicz</name>
</author>
<author><name sortKey="Kokot, M" uniqKey="Kokot M">M Kokot</name>
</author>
<author><name sortKey="Grabowski, S" uniqKey="Grabowski S">S Grabowski</name>
</author>
<author><name sortKey="Debudaj Grabysz, A" uniqKey="Debudaj Grabysz A">A Debudaj-Grabysz</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Deschavanne, Pj" uniqKey="Deschavanne P">PJ Deschavanne</name>
</author>
<author><name sortKey="Giron, A" uniqKey="Giron A">A Giron</name>
</author>
<author><name sortKey="Vilain, J" uniqKey="Vilain J">J Vilain</name>
</author>
<author><name sortKey="Fagot, G" uniqKey="Fagot G">G Fagot</name>
</author>
<author><name sortKey="Fertil, B" uniqKey="Fertil B">B Fertil</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Droge, J" uniqKey="Droge J">J Dröge</name>
</author>
<author><name sortKey="Gregor, I" uniqKey="Gregor I">I Gregor</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Droge, J" uniqKey="Droge J">J Dröge</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gerlach, W" uniqKey="Gerlach W">W Gerlach</name>
</author>
<author><name sortKey="Stoye, J" uniqKey="Stoye J">J Stoye</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hess, M" uniqKey="Hess M">M Hess</name>
</author>
<author><name sortKey="Sczyrba, A" uniqKey="Sczyrba A">A Sczyrba</name>
</author>
<author><name sortKey="Egan, R" uniqKey="Egan R">R Egan</name>
</author>
<author><name sortKey="Kim, T W" uniqKey="Kim T">T-W Kim</name>
</author>
<author><name sortKey="Chokhawala, H" uniqKey="Chokhawala H">H Chokhawala</name>
</author>
<author><name sortKey="Schroth, G" uniqKey="Schroth G">G Schroth</name>
</author>
<author><name sortKey="Luo, S" uniqKey="Luo S">S Luo</name>
</author>
<author><name sortKey="Clark, Ds" uniqKey="Clark D">DS Clark</name>
</author>
<author><name sortKey="Chen, F" uniqKey="Chen F">F Chen</name>
</author>
<author><name sortKey="Zhang, T" uniqKey="Zhang T">T Zhang</name>
</author>
<author><name sortKey="Mackie, Ri" uniqKey="Mackie R">RI Mackie</name>
</author>
<author><name sortKey="Pennacchio, La" uniqKey="Pennacchio L">LA Pennacchio</name>
</author>
<author><name sortKey="Tringe, Sg" uniqKey="Tringe S">SG Tringe</name>
</author>
<author><name sortKey="Visel, A" uniqKey="Visel A">A Visel</name>
</author>
<author><name sortKey="Woyke, T" uniqKey="Woyke T">T Woyke</name>
</author>
<author><name sortKey="Wang, Z" uniqKey="Wang Z">Z Wang</name>
</author>
<author><name sortKey="Rubin, Em" uniqKey="Rubin E">EM Rubin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hugenholtz, P" uniqKey="Hugenholtz P">P Hugenholtz</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Huson, Dh" uniqKey="Huson D">DH Huson</name>
</author>
<author><name sortKey="Mitra, S" uniqKey="Mitra S">S Mitra</name>
</author>
<author><name sortKey="Ruscheweyh, Hj" uniqKey="Ruscheweyh H">HJ Ruscheweyh</name>
</author>
<author><name sortKey="Weber, N" uniqKey="Weber N">N Weber</name>
</author>
<author><name sortKey="Schuster, Sc" uniqKey="Schuster S">SC Schuster</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Joachims, T" uniqKey="Joachims T">T Joachims</name>
</author>
<author><name sortKey="Finley, T" uniqKey="Finley T">T Finley</name>
</author>
<author><name sortKey="Yu, C Nj" uniqKey="Yu C">C-NJ Yu</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kalyuzhnaya, Mg" uniqKey="Kalyuzhnaya M">MG Kalyuzhnaya</name>
</author>
<author><name sortKey="Lapidus, A" uniqKey="Lapidus A">A Lapidus</name>
</author>
<author><name sortKey="Ivanova, N" uniqKey="Ivanova N">N Ivanova</name>
</author>
<author><name sortKey="Copeland, Ac" uniqKey="Copeland A">AC Copeland</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
<author><name sortKey="Szeto, E" uniqKey="Szeto E">E Szeto</name>
</author>
<author><name sortKey="Salamov, A" uniqKey="Salamov A">A Salamov</name>
</author>
<author><name sortKey="Grigoriev, Iv" uniqKey="Grigoriev I">IV Grigoriev</name>
</author>
<author><name sortKey="Suciu, D" uniqKey="Suciu D">D Suciu</name>
</author>
<author><name sortKey="Levine, Sr" uniqKey="Levine S">SR Levine</name>
</author>
<author><name sortKey="Markowitz, Vm" uniqKey="Markowitz V">VM Markowitz</name>
</author>
<author><name sortKey="Rigoutsos, I" uniqKey="Rigoutsos I">I Rigoutsos</name>
</author>
<author><name sortKey="Tringe, Sg" uniqKey="Tringe S">SG Tringe</name>
</author>
<author><name sortKey="Bruce, Dc" uniqKey="Bruce D">DC Bruce</name>
</author>
<author><name sortKey="Richardson, Pm" uniqKey="Richardson P">PM Richardson</name>
</author>
<author><name sortKey="Lidstrom, Me" uniqKey="Lidstrom M">ME Lidstrom</name>
</author>
<author><name sortKey="Chistoserdova, L" uniqKey="Chistoserdova L">L Chistoserdova</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Karlin, S" uniqKey="Karlin S">S Karlin</name>
</author>
<author><name sortKey="Burge, C" uniqKey="Burge C">C Burge</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Karp, Rm" uniqKey="Karp R">RM Karp</name>
</author>
<author><name sortKey="Rabin, Mo" uniqKey="Rabin M">MO Rabin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kunin, V" uniqKey="Kunin V">V Kunin</name>
</author>
<author><name sortKey="Copeland, A" uniqKey="Copeland A">A Copeland</name>
</author>
<author><name sortKey="Lapidus, A" uniqKey="Lapidus A">A Lapidus</name>
</author>
<author><name sortKey="Mavromatis, K" uniqKey="Mavromatis K">K Mavromatis</name>
</author>
<author><name sortKey="Hugenholtz, P" uniqKey="Hugenholtz P">P Hugenholtz</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Laserson, J" uniqKey="Laserson J">J Laserson</name>
</author>
<author><name sortKey="Jojic, V" uniqKey="Jojic V">V Jojic</name>
</author>
<author><name sortKey="Koller, D" uniqKey="Koller D">D Koller</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Liu, B" uniqKey="Liu B">B Liu</name>
</author>
<author><name sortKey="Gibbons, T" uniqKey="Gibbons T">T Gibbons</name>
</author>
<author><name sortKey="Ghodsi, M" uniqKey="Ghodsi M">M Ghodsi</name>
</author>
<author><name sortKey="Treangen, T" uniqKey="Treangen T">T Treangen</name>
</author>
<author><name sortKey="Pop, M" uniqKey="Pop M">M Pop</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Loman, Nj" uniqKey="Loman N">NJ Loman</name>
</author>
<author><name sortKey="Constantinidou, C" uniqKey="Constantinidou C">C Constantinidou</name>
</author>
<author><name sortKey="Chan, Jzm" uniqKey="Chan J">JZM Chan</name>
</author>
<author><name sortKey="Halachev, M" uniqKey="Halachev M">M Halachev</name>
</author>
<author><name sortKey="Sergeant, M" uniqKey="Sergeant M">M Sergeant</name>
</author>
<author><name sortKey="Penn, Cw" uniqKey="Penn C">CW Penn</name>
</author>
<author><name sortKey="Robinson, Er" uniqKey="Robinson E">ER Robinson</name>
</author>
<author><name sortKey="Pallen, Mj" uniqKey="Pallen M">MJ Pallen</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Marcais, G" uniqKey="Marcais G">G Marcais</name>
</author>
<author><name sortKey="Kingsford, C" uniqKey="Kingsford C">C Kingsford</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
<author><name sortKey="Martin, Hg" uniqKey="Martin H">HG Martín</name>
</author>
<author><name sortKey="Tsirigos, A" uniqKey="Tsirigos A">A Tsirigos</name>
</author>
<author><name sortKey="Hugenholtz, P" uniqKey="Hugenholtz P">P Hugenholtz</name>
</author>
<author><name sortKey="Rigoutsos, I" uniqKey="Rigoutsos I">I Rigoutsos</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Meinicke, P" uniqKey="Meinicke P">P Meinicke</name>
</author>
<author><name sortKey="Asshauer, Kp" uniqKey="Asshauer K">KP Asshauer</name>
</author>
<author><name sortKey="Lingner, T" uniqKey="Lingner T">T Lingner</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Metzker, Ml" uniqKey="Metzker M">ML Metzker</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Namiki, T" uniqKey="Namiki T">T Namiki</name>
</author>
<author><name sortKey="Hachiya, T" uniqKey="Hachiya T">T Hachiya</name>
</author>
<author><name sortKey="Tanaka, H" uniqKey="Tanaka H">H Tanaka</name>
</author>
<author><name sortKey="Sakakibara, Y" uniqKey="Sakakibara Y">Y Sakakibara</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ounit, R" uniqKey="Ounit R">R Ounit</name>
</author>
<author><name sortKey="Wanamaker, S" uniqKey="Wanamaker S">S Wanamaker</name>
</author>
<author><name sortKey="Close, Tj" uniqKey="Close T">TJ Close</name>
</author>
<author><name sortKey="Lonardi, S" uniqKey="Lonardi S">S Lonardi</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Patil, Krk" uniqKey="Patil K">KRK Patil</name>
</author>
<author><name sortKey="Roune, Ll" uniqKey="Roune L">LL Roune</name>
</author>
<author><name sortKey="Mchardy, Aca" uniqKey="Mchardy A">ACA McHardy</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Patil, Kr" uniqKey="Patil K">KR Patil</name>
</author>
<author><name sortKey="Haider, P" uniqKey="Haider P">P Haider</name>
</author>
<author><name sortKey="Pope, Pb" uniqKey="Pope P">PB Pope</name>
</author>
<author><name sortKey="Turnbaugh, Pj" uniqKey="Turnbaugh P">PJ Turnbaugh</name>
</author>
<author><name sortKey="Morrison, M" uniqKey="Morrison M">M Morrison</name>
</author>
<author><name sortKey="Scheffer, T" uniqKey="Scheffer T">T Scheffer</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Pell, J" uniqKey="Pell J">J Pell</name>
</author>
<author><name sortKey="Hintze, A" uniqKey="Hintze A">A Hintze</name>
</author>
<author><name sortKey="Canino Koning, R" uniqKey="Canino Koning R">R Canino-Koning</name>
</author>
<author><name sortKey="Howe, A" uniqKey="Howe A">A Howe</name>
</author>
<author><name sortKey="Tiedje, Jm" uniqKey="Tiedje J">JM Tiedje</name>
</author>
<author><name sortKey="Brown, Ct" uniqKey="Brown C">CT Brown</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Peng, Y" uniqKey="Peng Y">Y Peng</name>
</author>
<author><name sortKey="Leung, Hcm" uniqKey="Leung H">HCM Leung</name>
</author>
<author><name sortKey="Yiu, Sm" uniqKey="Yiu S">SM Yiu</name>
</author>
<author><name sortKey="Chin, Fyl" uniqKey="Chin F">FYL Chin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Pope, Pb" uniqKey="Pope P">PB Pope</name>
</author>
<author><name sortKey="Mackenzie, Ak" uniqKey="Mackenzie A">AK Mackenzie</name>
</author>
<author><name sortKey="Gregor, I" uniqKey="Gregor I">I Gregor</name>
</author>
<author><name sortKey="Smith, W" uniqKey="Smith W">W Smith</name>
</author>
<author><name sortKey="Sundset, Ma" uniqKey="Sundset M">MA Sundset</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
<author><name sortKey="Morrison, M" uniqKey="Morrison M">M Morrison</name>
</author>
<author><name sortKey="Eijsink, Vgh" uniqKey="Eijsink V">VGH Eijsink</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Pope, Pb" uniqKey="Pope P">PB Pope</name>
</author>
<author><name sortKey="Smith, W" uniqKey="Smith W">W Smith</name>
</author>
<author><name sortKey="Denman, Se" uniqKey="Denman S">SE Denman</name>
</author>
<author><name sortKey="Tringe, Sg" uniqKey="Tringe S">SG Tringe</name>
</author>
<author><name sortKey="Barry, K" uniqKey="Barry K">K Barry</name>
</author>
<author><name sortKey="Hugenholtz, P" uniqKey="Hugenholtz P">P Hugenholtz</name>
</author>
<author><name sortKey="Mcsweeney, Cs" uniqKey="Mcsweeney C">CS McSweeney</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
<author><name sortKey="Morrison, M" uniqKey="Morrison M">M Morrison</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Riesenfeld, Cs" uniqKey="Riesenfeld C">CS Riesenfeld</name>
</author>
<author><name sortKey="Schloss, Pd" uniqKey="Schloss P">PD Schloss</name>
</author>
<author><name sortKey="Handelsman, J" uniqKey="Handelsman J">J Handelsman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Rosen, Gl" uniqKey="Rosen G">GL Rosen</name>
</author>
<author><name sortKey="Reichenberger, Er" uniqKey="Reichenberger E">ER Reichenberger</name>
</author>
<author><name sortKey="Rosenfeld, Am" uniqKey="Rosenfeld A">AM Rosenfeld</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Roy, Rs" uniqKey="Roy R">RS Roy</name>
</author>
<author><name sortKey="Bhattacharya, D" uniqKey="Bhattacharya D">D Bhattacharya</name>
</author>
<author><name sortKey="Schliep, A" uniqKey="Schliep A">A Schliep</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Schloissnig, S" uniqKey="Schloissnig S">S Schloissnig</name>
</author>
<author><name sortKey="Arumugam, M" uniqKey="Arumugam M">M Arumugam</name>
</author>
<author><name sortKey="Sunagawa, S" uniqKey="Sunagawa S">S Sunagawa</name>
</author>
<author><name sortKey="Mitreva, M" uniqKey="Mitreva M">M Mitreva</name>
</author>
<author><name sortKey="Tap, J" uniqKey="Tap J">J Tap</name>
</author>
<author><name sortKey="Zhu, A" uniqKey="Zhu A">A Zhu</name>
</author>
<author><name sortKey="Waller, A" uniqKey="Waller A">A Waller</name>
</author>
<author><name sortKey="Mende, Dr" uniqKey="Mende D">DR Mende</name>
</author>
<author><name sortKey="Kultima, Jr" uniqKey="Kultima J">JR Kultima</name>
</author>
<author><name sortKey="Martin, J" uniqKey="Martin J">J Martin</name>
</author>
<author><name sortKey="Kota, K" uniqKey="Kota K">K Kota</name>
</author>
<author><name sortKey="Sunyaev, Sr" uniqKey="Sunyaev S">SR Sunyaev</name>
</author>
<author><name sortKey="Weinstock, Gm" uniqKey="Weinstock G">GM Weinstock</name>
</author>
<author><name sortKey="Bork, P" uniqKey="Bork P">P Bork</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Schloss, Pd" uniqKey="Schloss P">PD Schloss</name>
</author>
<author><name sortKey="Westcott, Sl" uniqKey="Westcott S">SL Westcott</name>
</author>
<author><name sortKey="Ryabin, T" uniqKey="Ryabin T">T Ryabin</name>
</author>
<author><name sortKey="Hall, Jr" uniqKey="Hall J">JR Hall</name>
</author>
<author><name sortKey="Hartmann, M" uniqKey="Hartmann M">M Hartmann</name>
</author>
<author><name sortKey="Hollister, Eb" uniqKey="Hollister E">EB Hollister</name>
</author>
<author><name sortKey="Lesniewski, Ra" uniqKey="Lesniewski R">RA Lesniewski</name>
</author>
<author><name sortKey="Oakley, Bb" uniqKey="Oakley B">BB Oakley</name>
</author>
<author><name sortKey="Parks, Dh" uniqKey="Parks D">DH Parks</name>
</author>
<author><name sortKey="Robinson, Cj" uniqKey="Robinson C">CJ Robinson</name>
</author>
<author><name sortKey="Sahl, Jw" uniqKey="Sahl J">JW Sahl</name>
</author>
<author><name sortKey="Stres, B" uniqKey="Stres B">B Stres</name>
</author>
<author><name sortKey="Thallinger, Gg" uniqKey="Thallinger G">GG Thallinger</name>
</author>
<author><name sortKey="Van Horn, Dj" uniqKey="Van Horn D">DJ Van Horn</name>
</author>
<author><name sortKey="Weber, Cf" uniqKey="Weber C">CF Weber</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Segata, N" uniqKey="Segata N">N Segata</name>
</author>
<author><name sortKey="Waldron, L" uniqKey="Waldron L">L Waldron</name>
</author>
<author><name sortKey="Ballarini, A" uniqKey="Ballarini A">A Ballarini</name>
</author>
<author><name sortKey="Narasimhan, V" uniqKey="Narasimhan V">V Narasimhan</name>
</author>
<author><name sortKey="Jousson, O" uniqKey="Jousson O">O Jousson</name>
</author>
<author><name sortKey="Huttenhower, C" uniqKey="Huttenhower C">C Huttenhower</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Silva, Ggz" uniqKey="Silva G">GGZ Silva</name>
</author>
<author><name sortKey="Cuevas, Da" uniqKey="Cuevas D">DA Cuevas</name>
</author>
<author><name sortKey="Dutilh, Be" uniqKey="Dutilh B">BE Dutilh</name>
</author>
<author><name sortKey="Edwards, Ra" uniqKey="Edwards R">RA Edwards</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Stark, M" uniqKey="Stark M">M Stark</name>
</author>
<author><name sortKey="Berger, Sa" uniqKey="Berger S">SA Berger</name>
</author>
<author><name sortKey="Stamatakis, A" uniqKey="Stamatakis A">A Stamatakis</name>
</author>
<author><name sortKey="Mering Von, C" uniqKey="Mering Von C">C Mering von</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Sunagawa, S" uniqKey="Sunagawa S">S Sunagawa</name>
</author>
<author><name sortKey="Mende, Dr" uniqKey="Mende D">DR Mende</name>
</author>
<author><name sortKey="Zeller, G" uniqKey="Zeller G">G Zeller</name>
</author>
<author><name sortKey="Izquierdo Carrasco, F" uniqKey="Izquierdo Carrasco F">F Izquierdo-Carrasco</name>
</author>
<author><name sortKey="Berger, Sa" uniqKey="Berger S">SA Berger</name>
</author>
<author><name sortKey="Kultima, Jr" uniqKey="Kultima J">JR Kultima</name>
</author>
<author><name sortKey="Coelho, Lp" uniqKey="Coelho L">LP Coelho</name>
</author>
<author><name sortKey="Arumugam, M" uniqKey="Arumugam M">M Arumugam</name>
</author>
<author><name sortKey="Tap, J" uniqKey="Tap J">J Tap</name>
</author>
<author><name sortKey="Nielsen, Hb" uniqKey="Nielsen H">HB Nielsen</name>
</author>
<author><name sortKey="Rasmussen, S" uniqKey="Rasmussen S">S Rasmussen</name>
</author>
<author><name sortKey="Brunak, S" uniqKey="Brunak S">S Brunak</name>
</author>
<author><name sortKey="Pedersen, O" uniqKey="Pedersen O">O Pedersen</name>
</author>
<author><name sortKey="Guarner, F" uniqKey="Guarner F">F Guarner</name>
</author>
<author><name sortKey="De Vos, Wm" uniqKey="De Vos W">WM De Vos</name>
</author>
<author><name sortKey="Wang, J" uniqKey="Wang J">J Wang</name>
</author>
<author><name sortKey="Li, J" uniqKey="Li J">J Li</name>
</author>
<author><name sortKey="Dore, J" uniqKey="Dore J">J Doré</name>
</author>
<author><name sortKey="Ehrlich, Sd" uniqKey="Ehrlich S">SD Ehrlich</name>
</author>
<author><name sortKey="Stamatakis, A" uniqKey="Stamatakis A">A Stamatakis</name>
</author>
<author><name sortKey="Bork, P" uniqKey="Bork P">P Bork</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Turnbaugh, Pj" uniqKey="Turnbaugh P">PJ Turnbaugh</name>
</author>
<author><name sortKey="Quince, C" uniqKey="Quince C">C Quince</name>
</author>
<author><name sortKey="Faith, Jj" uniqKey="Faith J">JJ Faith</name>
</author>
<author><name sortKey="Mchardy, Ac" uniqKey="Mchardy A">AC McHardy</name>
</author>
<author><name sortKey="Yatsunenko, T" uniqKey="Yatsunenko T">T Yatsunenko</name>
</author>
<author><name sortKey="Niazi, F" uniqKey="Niazi F">F Niazi</name>
</author>
<author><name sortKey="Affourtit, J" uniqKey="Affourtit J">J Affourtit</name>
</author>
<author><name sortKey="Egholm, M" uniqKey="Egholm M">M Egholm</name>
</author>
<author><name sortKey="Henrissat, B" uniqKey="Henrissat B">B Henrissat</name>
</author>
<author><name sortKey="Knight, R" uniqKey="Knight R">R Knight</name>
</author>
<author><name sortKey="Gordon, Ji" uniqKey="Gordon J">JI Gordon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wood, De" uniqKey="Wood D">DE Wood</name>
</author>
<author><name sortKey="Salzberg, Sl" uniqKey="Salzberg S">SL Salzberg</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wu, M" uniqKey="Wu M">M Wu</name>
</author>
<author><name sortKey="Eisen, Ja" uniqKey="Eisen J">JA Eisen</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Wu, M" uniqKey="Wu M">M Wu</name>
</author>
<author><name sortKey="Scott, Aj" uniqKey="Scott A">AJ Scott</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Zarowiecki, M" uniqKey="Zarowiecki M">M Zarowiecki</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations><list><country><li>Allemagne</li>
<li>Royaume-Uni</li>
<li>États-Unis</li>
</country>
</list>
<tree><country name="Allemagne"><noRegion><name sortKey="Gregor, Ivan" sort="Gregor, Ivan" uniqKey="Gregor I" first="Ivan" last="Gregor">Ivan Gregor</name>
</noRegion>
<name sortKey="Droge, Johannes" sort="Droge, Johannes" uniqKey="Droge J" first="Johannes" last="Dröge">Johannes Dröge</name>
<name sortKey="Droge, Johannes" sort="Droge, Johannes" uniqKey="Droge J" first="Johannes" last="Dröge">Johannes Dröge</name>
<name sortKey="Droge, Johannes" sort="Droge, Johannes" uniqKey="Droge J" first="Johannes" last="Dröge">Johannes Dröge</name>
<name sortKey="Gregor, Ivan" sort="Gregor, Ivan" uniqKey="Gregor I" first="Ivan" last="Gregor">Ivan Gregor</name>
<name sortKey="Gregor, Ivan" sort="Gregor, Ivan" uniqKey="Gregor I" first="Ivan" last="Gregor">Ivan Gregor</name>
<name sortKey="Mchardy, Alice C" sort="Mchardy, Alice C" uniqKey="Mchardy A" first="Alice C." last="Mchardy">Alice C. Mchardy</name>
<name sortKey="Mchardy, Alice C" sort="Mchardy, Alice C" uniqKey="Mchardy A" first="Alice C." last="Mchardy">Alice C. Mchardy</name>
<name sortKey="Mchardy, Alice C" sort="Mchardy, Alice C" uniqKey="Mchardy A" first="Alice C." last="Mchardy">Alice C. Mchardy</name>
</country>
<country name="États-Unis"><noRegion><name sortKey="Schirmer, Melanie" sort="Schirmer, Melanie" uniqKey="Schirmer M" first="Melanie" last="Schirmer">Melanie Schirmer</name>
</noRegion>
</country>
<country name="Royaume-Uni"><noRegion><name sortKey="Quince, Christopher" sort="Quince, Christopher" uniqKey="Quince C" first="Christopher" last="Quince">Christopher Quince</name>
</noRegion>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Sante/explor/MersV1/Data/Ncbi/Checkpoint
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001480 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Ncbi/Checkpoint/biblio.hfd -nk 001480 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Sante |area= MersV1 |flux= Ncbi |étape= Checkpoint |type= RBID |clé= PMC:4748697 |texte= PhyloPythiaS+: a self-training method for the rapid reconstruction of low-ranking taxonomic bins from metagenomes }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Ncbi/Checkpoint/RBID.i -Sk "pubmed:26870609" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Ncbi/Checkpoint/biblio.hfd \ | NlmPubMed2Wicri -a MersV1
![]() | This area was generated with Dilib version V0.6.33. | ![]() |