Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal Salmonella enterica Serovars by Using Machine Learning
Identifieur interne : 000535 ( Main/Exploration ); précédent : 000534; suivant : 000536Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal Salmonella enterica Serovars by Using Machine Learning
Auteurs : Finlay Maguire [Canada] ; Muhammad Attiq Rehman [Canada] ; Catherine Carrillo [Canada] ; Moussa S. Diarra [Canada] ; Robert G. Beiko [Canada]Source :
- mSystems [ 2379-5077 ] ; 2019.
Abstract
Antimicrobial resistance (AMR) represents an existential threat to the function of modern medicine. Genomics and machine learning methods are being increasingly used to analyze and predict AMR. This type of surveillance is very important to try to reduce the impact of AMR. Machine learning models are typically trained using genomic data, but the aspects of the genomes that they use to make predictions are rarely analyzed. In this work, we showed how, by using different types of machine learning models and performing this analysis, it is possible to identify the key genes underlying AMR in nontyphoidal
Url:
DOI: 10.1128/mSystems.00211-19
PubMed: 31387929
PubMed Central: 6687941
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 001256
- to stream Pmc, to step Curation: 001256
- to stream Pmc, to step Checkpoint: 000282
- to stream PubMed, to step Corpus: 000459
- to stream PubMed, to step Curation: 000459
- to stream PubMed, to step Checkpoint: 000526
- to stream Ncbi, to step Merge: 002300
- to stream Ncbi, to step Curation: 002300
- to stream Ncbi, to step Checkpoint: 002300
- to stream Main, to step Merge: 000538
- to stream Main, to step Curation: 000535
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal <named-content content-type="genus-species">Salmonella enterica</named-content> Serovars by Using Machine Learning</title><author><name sortKey="Maguire, Finlay" sort="Maguire, Finlay" uniqKey="Maguire F" first="Finlay" last="Maguire">Finlay Maguire</name><affiliation wicri:level="1"><nlm:aff id="aff1"><addr-line>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia</wicri:regionArea><wicri:noRegion>Nova Scotia</wicri:noRegion></affiliation></author><author><name sortKey="Rehman, Muhammad Attiq" sort="Rehman, Muhammad Attiq" uniqKey="Rehman M" first="Muhammad Attiq" last="Rehman">Muhammad Attiq Rehman</name><affiliation wicri:level="1"><nlm:aff id="aff2"><addr-line>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Carrillo, Catherine" sort="Carrillo, Catherine" uniqKey="Carrillo C" first="Catherine" last="Carrillo">Catherine Carrillo</name><affiliation wicri:level="1"><nlm:aff id="aff3"><addr-line>Canadian Food Inspection Agency (CFIA), Ottawa, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Canadian Food Inspection Agency (CFIA), Ottawa, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Diarra, Moussa S" sort="Diarra, Moussa S" uniqKey="Diarra M" first="Moussa S." last="Diarra">Moussa S. Diarra</name><affiliation wicri:level="1"><nlm:aff id="aff2"><addr-line>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Beiko, Robert G" sort="Beiko, Robert G" uniqKey="Beiko R" first="Robert G." last="Beiko">Robert G. Beiko</name><affiliation wicri:level="1"><nlm:aff id="aff1"><addr-line>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia</wicri:regionArea><wicri:noRegion>Nova Scotia</wicri:noRegion></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">31387929</idno><idno type="pmc">6687941</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6687941</idno><idno type="RBID">PMC:6687941</idno><idno type="doi">10.1128/mSystems.00211-19</idno><date when="2019">2019</date><idno type="wicri:Area/Pmc/Corpus">001256</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">001256</idno><idno type="wicri:Area/Pmc/Curation">001256</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">001256</idno><idno type="wicri:Area/Pmc/Checkpoint">000282</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000282</idno><idno type="wicri:source">PubMed</idno><idno type="RBID">pubmed:31387929</idno><idno type="wicri:Area/PubMed/Corpus">000459</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000459</idno><idno type="wicri:Area/PubMed/Curation">000459</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000459</idno><idno type="wicri:Area/PubMed/Checkpoint">000526</idno><idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000526</idno><idno type="wicri:Area/Ncbi/Merge">002300</idno><idno type="wicri:Area/Ncbi/Curation">002300</idno><idno type="wicri:Area/Ncbi/Checkpoint">002300</idno><idno type="wicri:Area/Main/Merge">000538</idno><idno type="wicri:Area/Main/Curation">000535</idno><idno type="wicri:Area/Main/Exploration">000535</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal <named-content content-type="genus-species">Salmonella enterica</named-content> Serovars by Using Machine Learning</title><author><name sortKey="Maguire, Finlay" sort="Maguire, Finlay" uniqKey="Maguire F" first="Finlay" last="Maguire">Finlay Maguire</name><affiliation wicri:level="1"><nlm:aff id="aff1"><addr-line>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia</wicri:regionArea><wicri:noRegion>Nova Scotia</wicri:noRegion></affiliation></author><author><name sortKey="Rehman, Muhammad Attiq" sort="Rehman, Muhammad Attiq" uniqKey="Rehman M" first="Muhammad Attiq" last="Rehman">Muhammad Attiq Rehman</name><affiliation wicri:level="1"><nlm:aff id="aff2"><addr-line>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Carrillo, Catherine" sort="Carrillo, Catherine" uniqKey="Carrillo C" first="Catherine" last="Carrillo">Catherine Carrillo</name><affiliation wicri:level="1"><nlm:aff id="aff3"><addr-line>Canadian Food Inspection Agency (CFIA), Ottawa, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Canadian Food Inspection Agency (CFIA), Ottawa, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Diarra, Moussa S" sort="Diarra, Moussa S" uniqKey="Diarra M" first="Moussa S." last="Diarra">Moussa S. Diarra</name><affiliation wicri:level="1"><nlm:aff id="aff2"><addr-line>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Guelph Research and Development Center, Agriculture and Agri-Food Canada (AAFC), Guelph, Ontario</wicri:regionArea><wicri:noRegion>Ontario</wicri:noRegion></affiliation></author><author><name sortKey="Beiko, Robert G" sort="Beiko, Robert G" uniqKey="Beiko R" first="Robert G." last="Beiko">Robert G. Beiko</name><affiliation wicri:level="1"><nlm:aff id="aff1"><addr-line>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada</addr-line></nlm:aff><country xml:lang="fr">Canada</country><wicri:regionArea>Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia</wicri:regionArea><wicri:noRegion>Nova Scotia</wicri:noRegion></affiliation></author></analytic><series><title level="j">mSystems</title><idno type="eISSN">2379-5077</idno><imprint><date when="2019">2019</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Antimicrobial resistance (AMR) represents an existential threat to the function of modern medicine. Genomics and machine learning methods are being increasingly used to analyze and predict AMR. This type of surveillance is very important to try to reduce the impact of AMR. Machine learning models are typically trained using genomic data, but the aspects of the genomes that they use to make predictions are rarely analyzed. In this work, we showed how, by using different types of machine learning models and performing this analysis, it is possible to identify the key genes underlying AMR in nontyphoidal <italic>Salmonella</italic> (NTS). NTS is among the leading cause of foodborne illness globally; however, AMR in NTS has not been heavily studied within the food chain itself. Therefore, in this work we performed a broad-scale analysis of the AMR in NTS isolates from commercial chicken farms and identified some priority AMR genes for surveillance.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Gardy, Jl" uniqKey="Gardy J">JL Gardy</name></author><author><name sortKey="Loman, Nj" uniqKey="Loman N">NJ Loman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Robinson, T" uniqKey="Robinson T">T Robinson</name></author><author><name sortKey="Bu, D" uniqKey="Bu D">D Bu</name></author><author><name sortKey="Carrique Mas, J" uniqKey="Carrique Mas J">J Carrique-Mas</name></author><author><name sortKey="Fevre, E" uniqKey="Fevre E">E Fèvre</name></author><author><name sortKey="Gilbert, M" uniqKey="Gilbert M">M Gilbert</name></author><author><name sortKey="Grace, D" uniqKey="Grace D">D Grace</name></author><author><name sortKey="Hay, S" uniqKey="Hay S">S Hay</name></author><author><name sortKey="Jiwakanon, J" uniqKey="Jiwakanon J">J Jiwakanon</name></author><author><name sortKey="Kakkar, M" uniqKey="Kakkar M">M Kakkar</name></author><author><name sortKey="Kariuki, S" uniqKey="Kariuki S">S Kariuki</name></author><author><name sortKey="Laxminarayan, R" uniqKey="Laxminarayan R">R Laxminarayan</name></author><author><name sortKey="Lubroth, J" uniqKey="Lubroth J">J Lubroth</name></author><author><name sortKey="Magnusson, U" uniqKey="Magnusson U">U Magnusson</name></author><author><name sortKey="Thi Ngoc, P" uniqKey="Thi Ngoc P">P Thi Ngoc</name></author><author><name sortKey="Van Boeckel, Tp" uniqKey="Van Boeckel T">TP van Boeckel</name></author><author><name sortKey="Woolhouse, M" uniqKey="Woolhouse M">M Woolhouse</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Brown, Ed" uniqKey="Brown E">ED Brown</name></author><author><name sortKey="Wright, Gd" uniqKey="Wright G">GD Wright</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bradley, P" uniqKey="Bradley P">P Bradley</name></author><author><name sortKey="Gordon, Nc" uniqKey="Gordon N">NC Gordon</name></author><author><name sortKey="Walker, Tm" uniqKey="Walker T">TM Walker</name></author><author><name sortKey="Dunn, L" uniqKey="Dunn L">L Dunn</name></author><author><name sortKey="Heys, S" uniqKey="Heys S">S Heys</name></author><author><name sortKey="Huang, B" uniqKey="Huang B">B Huang</name></author><author><name sortKey="Earle, S" uniqKey="Earle S">S Earle</name></author><author><name sortKey="Pankhurst, Lj" uniqKey="Pankhurst L">LJ Pankhurst</name></author><author><name sortKey="Anson, L" uniqKey="Anson L">L Anson</name></author><author><name sortKey="De Cesare, M" uniqKey="De Cesare M">M De Cesare</name></author><author><name sortKey="Piazza, P" uniqKey="Piazza P">P Piazza</name></author><author><name sortKey="Votintseva, A" uniqKey="Votintseva A">A Votintseva</name></author><author><name sortKey="Golubchik, T" uniqKey="Golubchik T">T Golubchik</name></author><author><name sortKey="Wilson, D" uniqKey="Wilson D">D Wilson</name></author><author><name sortKey="Wyllie, D" uniqKey="Wyllie D">D Wyllie</name></author><author><name sortKey="Diel, R" uniqKey="Diel R">R Diel</name></author><author><name sortKey="Niemann, S" uniqKey="Niemann S">S Niemann</name></author><author><name sortKey="Feuerriegel, S" uniqKey="Feuerriegel S">S Feuerriegel</name></author><author><name sortKey="Kohl, T" uniqKey="Kohl T">T Kohl</name></author><author><name sortKey="Ismail, N" uniqKey="Ismail N">N Ismail</name></author><author><name sortKey="Omar, S" uniqKey="Omar S">S Omar</name></author><author><name sortKey="Smith, E" uniqKey="Smith E">E Smith</name></author><author><name sortKey="Buck, D" uniqKey="Buck D">D Buck</name></author><author><name sortKey="Mcvean, G" uniqKey="Mcvean G">G McVean</name></author><author><name sortKey="Walker, A" uniqKey="Walker A">A Walker</name></author><author><name sortKey="Peto, T" uniqKey="Peto T">T Peto</name></author><author><name sortKey="Crook, D" uniqKey="Crook D">D Crook</name></author><author><name sortKey="Iqbal, Z" uniqKey="Iqbal Z">Z Iqbal</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Jia, B" uniqKey="Jia B">B Jia</name></author><author><name sortKey="Raphenya, Ar" uniqKey="Raphenya A">AR Raphenya</name></author><author><name sortKey="Alcock, B" uniqKey="Alcock B">B Alcock</name></author><author><name sortKey="Waglechner, N" uniqKey="Waglechner N">N Waglechner</name></author><author><name sortKey="Guo, P" uniqKey="Guo P">P Guo</name></author><author><name sortKey="Tsang, Kk" uniqKey="Tsang K">KK Tsang</name></author><author><name sortKey="Lago, Ba" uniqKey="Lago B">BA Lago</name></author><author><name sortKey="Dave, Bm" uniqKey="Dave B">BM Dave</name></author><author><name sortKey="Pereira, S" uniqKey="Pereira S">S Pereira</name></author><author><name sortKey="Sharma, An" uniqKey="Sharma A">AN Sharma</name></author><author><name sortKey="Doshi, S" uniqKey="Doshi S">S Doshi</name></author><author><name sortKey="Courtot, M" uniqKey="Courtot M">M Courtot</name></author><author><name sortKey="Lo, R" uniqKey="Lo R">R Lo</name></author><author><name sortKey="Williams, Le" uniqKey="Williams L">LE Williams</name></author><author><name sortKey="Frye, Jg" uniqKey="Frye J">JG Frye</name></author><author><name sortKey="Elsayegh, T" uniqKey="Elsayegh T">T Elsayegh</name></author><author><name sortKey="Sardar, D" uniqKey="Sardar D">D Sardar</name></author><author><name sortKey="Westman, El" uniqKey="Westman E">EL Westman</name></author><author><name sortKey="Pawlowski, Ac" uniqKey="Pawlowski A">AC Pawlowski</name></author><author><name sortKey="Johnson, Ta" uniqKey="Johnson T">TA Johnson</name></author><author><name sortKey="Brinkman, Fsl" uniqKey="Brinkman F">FSL Brinkman</name></author><author><name sortKey="Wright, Gd" uniqKey="Wright G">GD Wright</name></author><author><name sortKey="Mcarthur, Ag" uniqKey="Mcarthur A">AG McArthur</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Neuert, S" uniqKey="Neuert S">S Neuert</name></author><author><name sortKey="Nair, S" uniqKey="Nair S">S Nair</name></author><author><name sortKey="Day, Mr" uniqKey="Day M">MR Day</name></author><author><name sortKey="Doumith, M" uniqKey="Doumith M">M Doumith</name></author><author><name sortKey="Ashton, Pm" uniqKey="Ashton P">PM Ashton</name></author><author><name sortKey="Mellor, Kc" uniqKey="Mellor K">KC Mellor</name></author><author><name sortKey="Jenkins, C" uniqKey="Jenkins C">C Jenkins</name></author><author><name sortKey="Hopkins, Kl" uniqKey="Hopkins K">KL Hopkins</name></author><author><name sortKey="Woodford, N" uniqKey="Woodford N">N Woodford</name></author><author><name sortKey="De Pinna, E" uniqKey="De Pinna E">E de Pinna</name></author><author><name sortKey="Godbole, G" uniqKey="Godbole G">G Godbole</name></author><author><name sortKey="Dallman, Tj" uniqKey="Dallman T">TJ Dallman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Anderson, Dj" uniqKey="Anderson D">DJ Anderson</name></author><author><name sortKey="Miller, B" uniqKey="Miller B">B Miller</name></author><author><name sortKey="Marfatia, R" uniqKey="Marfatia R">R Marfatia</name></author><author><name sortKey="Drew, R" uniqKey="Drew R">R Drew</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mcdermott, Pf" uniqKey="Mcdermott P">PF McDermott</name></author><author><name sortKey="Tyson, Gh" uniqKey="Tyson G">GH Tyson</name></author><author><name sortKey="Kabera, C" uniqKey="Kabera C">C Kabera</name></author><author><name sortKey="Chen, Y" uniqKey="Chen Y">Y Chen</name></author><author><name sortKey="Li, C" uniqKey="Li C">C Li</name></author><author><name sortKey="Folster, Jp" uniqKey="Folster J">JP Folster</name></author><author><name sortKey="Ayers, Sl" uniqKey="Ayers S">SL Ayers</name></author><author><name sortKey="Lam, C" uniqKey="Lam C">C Lam</name></author><author><name sortKey="Tate, Hp" uniqKey="Tate H">HP Tate</name></author><author><name sortKey="Zhao, S" uniqKey="Zhao S">S Zhao</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pesesky, Mw" uniqKey="Pesesky M">MW Pesesky</name></author><author><name sortKey="Hussain, T" uniqKey="Hussain T">T Hussain</name></author><author><name sortKey="Wallace, M" uniqKey="Wallace M">M Wallace</name></author><author><name sortKey="Patel, S" uniqKey="Patel S">S Patel</name></author><author><name sortKey="Andleeb, S" uniqKey="Andleeb S">S Andleeb</name></author><author><name sortKey="Burnham, Cad" uniqKey="Burnham C">CAD Burnham</name></author><author><name sortKey="Dantas, G" uniqKey="Dantas G">G Dantas</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nguyen, M" uniqKey="Nguyen M">M Nguyen</name></author><author><name sortKey="Long, Sw" uniqKey="Long S">SW Long</name></author><author><name sortKey="Mcdermott, Pf" uniqKey="Mcdermott P">PF McDermott</name></author><author><name sortKey="Olsen, Rj" uniqKey="Olsen R">RJ Olsen</name></author><author><name sortKey="Olson, R" uniqKey="Olson R">R Olson</name></author><author><name sortKey="Stevens, Rl" uniqKey="Stevens R">RL Stevens</name></author><author><name sortKey="Tyson, Gh" uniqKey="Tyson G">GH Tyson</name></author><author><name sortKey="Zhao, S" uniqKey="Zhao S">S Zhao</name></author><author><name sortKey="Davis, Jj" uniqKey="Davis J">JJ Davis</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Davis, Jj" uniqKey="Davis J">JJ Davis</name></author><author><name sortKey="Boisvert, S" uniqKey="Boisvert S">S Boisvert</name></author><author><name sortKey="Brettin, T" uniqKey="Brettin T">T Brettin</name></author><author><name sortKey="Kenyon, Rw" uniqKey="Kenyon R">RW Kenyon</name></author><author><name sortKey="Mao, C" uniqKey="Mao C">C Mao</name></author><author><name sortKey="Olson, R" uniqKey="Olson R">R Olson</name></author><author><name sortKey="Overbeek, R" uniqKey="Overbeek R">R Overbeek</name></author><author><name sortKey="Santerre, J" uniqKey="Santerre J">J Santerre</name></author><author><name sortKey="Shukla, M" uniqKey="Shukla M">M Shukla</name></author><author><name sortKey="Wattam, Ar" uniqKey="Wattam A">AR Wattam</name></author><author><name sortKey="Will, R" uniqKey="Will R">R Will</name></author><author><name sortKey="Xia, F" uniqKey="Xia F">F Xia</name></author><author><name sortKey="Stevens, R" uniqKey="Stevens R">R Stevens</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Drouin, A" uniqKey="Drouin A">A Drouin</name></author><author><name sortKey="Giguere, S" uniqKey="Giguere S">S Giguère</name></author><author><name sortKey="Deraspe, M" uniqKey="Deraspe M">M Déraspe</name></author><author><name sortKey="Marchand, M" uniqKey="Marchand M">M Marchand</name></author><author><name sortKey="Tyers, M" uniqKey="Tyers M">M Tyers</name></author><author><name sortKey="Loo, Vg" uniqKey="Loo V">VG Loo</name></author><author><name sortKey="Bourgault, Am" uniqKey="Bourgault A">AM Bourgault</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></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Ao, Tt" uniqKey="Ao T">TT Ao</name></author><author><name sortKey="Feasey, Na" uniqKey="Feasey N">NA Feasey</name></author><author><name sortKey="Gordon, Ma" uniqKey="Gordon M">MA Gordon</name></author><author><name sortKey="Keddy, Kh" uniqKey="Keddy K">KH Keddy</name></author><author><name sortKey="Angulo, Fj" uniqKey="Angulo F">FJ Angulo</name></author><author><name sortKey="Crump, Ja" uniqKey="Crump J">JA Crump</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Angulo, Fj" uniqKey="Angulo F">FJ Angulo</name></author><author><name sortKey="M Lbak, K" uniqKey="M Lbak K">K Mølbak</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Krueger, Al" uniqKey="Krueger A">AL Krueger</name></author><author><name sortKey="Greene, Sa" uniqKey="Greene S">SA Greene</name></author><author><name sortKey="Barzilay, Ej" uniqKey="Barzilay E">EJ Barzilay</name></author><author><name sortKey="Henao, O" uniqKey="Henao O">O Henao</name></author><author><name sortKey="Vugia, D" uniqKey="Vugia D">D Vugia</name></author><author><name sortKey="Hanna, S" uniqKey="Hanna S">S Hanna</name></author><author><name sortKey="Meyer, S" uniqKey="Meyer S">S Meyer</name></author><author><name sortKey="Smith, K" uniqKey="Smith K">K Smith</name></author><author><name sortKey="Pecic, G" uniqKey="Pecic G">G Pecic</name></author><author><name sortKey="Hoefer, D" uniqKey="Hoefer D">D Hoefer</name></author><author><name sortKey="Griffin, P" uniqKey="Griffin P">P Griffin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tyson, Gh" uniqKey="Tyson G">GH Tyson</name></author><author><name sortKey="Zhao, S" uniqKey="Zhao S">S Zhao</name></author><author><name sortKey="Li, C" uniqKey="Li C">C Li</name></author><author><name sortKey="Ayers, S" uniqKey="Ayers S">S Ayers</name></author><author><name sortKey="Sabo, Jl" uniqKey="Sabo J">JL Sabo</name></author><author><name sortKey="Lam, C" uniqKey="Lam C">C Lam</name></author><author><name sortKey="Miller, Ra" uniqKey="Miller R">RA Miller</name></author><author><name sortKey="Mcdermott, Pf" uniqKey="Mcdermott P">PF McDermott</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dhanani, As" uniqKey="Dhanani A">AS Dhanani</name></author><author><name sortKey="Block, G" uniqKey="Block G">G Block</name></author><author><name sortKey="Dewar, K" uniqKey="Dewar K">K Dewar</name></author><author><name sortKey="Forgetta, V" uniqKey="Forgetta V">V Forgetta</name></author><author><name sortKey="Topp, E" uniqKey="Topp E">E Topp</name></author><author><name sortKey="Beiko, Rg" uniqKey="Beiko R">RG Beiko</name></author><author><name sortKey="Diarra, Ms" uniqKey="Diarra M">MS Diarra</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Takahata, S" uniqKey="Takahata S">S Takahata</name></author><author><name sortKey="Ida, T" uniqKey="Ida T">T Ida</name></author><author><name sortKey="Hiraishi, T" uniqKey="Hiraishi T">T Hiraishi</name></author><author><name sortKey="Sakakibara, S" uniqKey="Sakakibara S">S Sakakibara</name></author><author><name sortKey="Maebashi, K" uniqKey="Maebashi K">K Maebashi</name></author><author><name sortKey="Terada, S" uniqKey="Terada S">S Terada</name></author><author><name sortKey="Muratani, T" uniqKey="Muratani T">T Muratani</name></author><author><name sortKey="Matsumoto, T" uniqKey="Matsumoto T">T Matsumoto</name></author><author><name sortKey="Nakahama, C" uniqKey="Nakahama C">C Nakahama</name></author><author><name sortKey="Tomono, K" uniqKey="Tomono K">K Tomono</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gunn, Js" uniqKey="Gunn J">JS Gunn</name></author><author><name sortKey="Lim, Kb" uniqKey="Lim K">KB Lim</name></author><author><name sortKey="Krueger, J" uniqKey="Krueger J">J Krueger</name></author><author><name sortKey="Kim, K" uniqKey="Kim K">K Kim</name></author><author><name sortKey="Guo, L" uniqKey="Guo L">L Guo</name></author><author><name sortKey="Hackett, M" uniqKey="Hackett M">M Hackett</name></author><author><name sortKey="Miller, Si" uniqKey="Miller S">SI Miller</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Misawa, K" uniqKey="Misawa K">K Misawa</name></author><author><name sortKey="Tarumoto, N" uniqKey="Tarumoto N">N Tarumoto</name></author><author><name sortKey="Tamura, S" uniqKey="Tamura S">S Tamura</name></author><author><name sortKey="Osa, M" uniqKey="Osa M">M Osa</name></author><author><name sortKey="Hamamoto, T" uniqKey="Hamamoto T">T Hamamoto</name></author><author><name sortKey="Yuki, A" uniqKey="Yuki A">A Yuki</name></author><author><name sortKey="Kouzaki, Y" uniqKey="Kouzaki Y">Y Kouzaki</name></author><author><name sortKey="Imai, K" uniqKey="Imai K">K Imai</name></author><author><name sortKey="Ronald, Rl" uniqKey="Ronald R">RL Ronald</name></author><author><name sortKey="Yamaguchi, T" uniqKey="Yamaguchi T">T Yamaguchi</name></author><author><name sortKey="Murakami, T" uniqKey="Murakami T">T Murakami</name></author><author><name sortKey="Maesaki, S" uniqKey="Maesaki S">S Maesaki</name></author><author><name sortKey="Suzuki, Y" uniqKey="Suzuki Y">Y Suzuki</name></author><author><name sortKey="Kawana, A" uniqKey="Kawana A">A Kawana</name></author><author><name sortKey="Maeda, T" uniqKey="Maeda T">T Maeda</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Shaaly, A" uniqKey="Shaaly A">A Shaaly</name></author><author><name sortKey="Kalamorz, F" uniqKey="Kalamorz F">F Kalamorz</name></author><author><name sortKey="Gebhard, S" uniqKey="Gebhard S">S Gebhard</name></author><author><name sortKey="Cook, Gm" uniqKey="Cook G">GM Cook</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nishino, K" uniqKey="Nishino K">K Nishino</name></author><author><name sortKey="Yamaguchi, A" uniqKey="Yamaguchi A">A Yamaguchi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Srinivasan, Vb" uniqKey="Srinivasan V">VB Srinivasan</name></author><author><name sortKey="Vaidyanathan, V" uniqKey="Vaidyanathan V">V Vaidyanathan</name></author><author><name sortKey="Mondal, A" uniqKey="Mondal A">A Mondal</name></author><author><name sortKey="Rajamohan, G" uniqKey="Rajamohan G">G Rajamohan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rahmati, S" uniqKey="Rahmati S">S Rahmati</name></author><author><name sortKey="Yang, S" uniqKey="Yang S">S Yang</name></author><author><name sortKey="Davidson, Al" uniqKey="Davidson A">AL Davidson</name></author><author><name sortKey="Zechiedrich, El" uniqKey="Zechiedrich E">EL Zechiedrich</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alekshun, Mn" uniqKey="Alekshun M">MN Alekshun</name></author><author><name sortKey="Levy, Sb" uniqKey="Levy S">SB Levy</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="O Egan, E" uniqKey="O Egan E">E O’Regan</name></author><author><name sortKey="Quinn, T" uniqKey="Quinn T">T Quinn</name></author><author><name sortKey="Pages, Jm" uniqKey="Pages J">JM Pagès</name></author><author><name sortKey="Mccusker, M" uniqKey="Mccusker M">M McCusker</name></author><author><name sortKey="Piddock, L" uniqKey="Piddock L">L Piddock</name></author><author><name sortKey="Fanning, S" uniqKey="Fanning S">S Fanning</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pontel, Lb" uniqKey="Pontel L">LB Pontel</name></author><author><name sortKey="Audero, Mep" uniqKey="Audero M">MEP Audero</name></author><author><name sortKey="Espariz, M" uniqKey="Espariz M">M Espariz</name></author><author><name sortKey="Checa, Sk" uniqKey="Checa S">SK Checa</name></author><author><name sortKey="Soncini, Fc" uniqKey="Soncini F">FC Soncini</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nishino, K" uniqKey="Nishino K">K Nishino</name></author><author><name sortKey="Senda, Y" uniqKey="Senda Y">Y Senda</name></author><author><name sortKey="Yamaguchi, A" uniqKey="Yamaguchi A">A Yamaguchi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nagakubo, S" uniqKey="Nagakubo S">S Nagakubo</name></author><author><name sortKey="Nishino, K" uniqKey="Nishino K">K Nishino</name></author><author><name sortKey="Hirata, T" uniqKey="Hirata T">T Hirata</name></author><author><name sortKey="Yamaguchi, A" uniqKey="Yamaguchi A">A Yamaguchi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nishino, K" uniqKey="Nishino K">K Nishino</name></author><author><name sortKey="Latifi, T" uniqKey="Latifi T">T Latifi</name></author><author><name sortKey="Groisman, Ea" uniqKey="Groisman E">EA Groisman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lomovskaya, O" uniqKey="Lomovskaya O">O Lomovskaya</name></author><author><name sortKey="Lewis, K" uniqKey="Lewis K">K Lewis</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lomovskaya, O" uniqKey="Lomovskaya O">O Lomovskaya</name></author><author><name sortKey="Lewis, K" uniqKey="Lewis K">K Lewis</name></author><author><name sortKey="Matin, A" uniqKey="Matin A">A Matin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Garvey, Mi" uniqKey="Garvey M">MI Garvey</name></author><author><name sortKey="Baylay, Aj" uniqKey="Baylay A">AJ Baylay</name></author><author><name sortKey="Wong, Rl" uniqKey="Wong R">RL Wong</name></author><author><name sortKey="Piddock, Lj" uniqKey="Piddock L">LJ Piddock</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hirakawa, H" uniqKey="Hirakawa H">H Hirakawa</name></author><author><name sortKey="Nishino, K" uniqKey="Nishino K">K Nishino</name></author><author><name sortKey="Hirata, T" uniqKey="Hirata T">T Hirata</name></author><author><name sortKey="Yamaguchi, A" uniqKey="Yamaguchi A">A Yamaguchi</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bohn, C" uniqKey="Bohn C">C Bohn</name></author><author><name sortKey="Bouloc, P" uniqKey="Bouloc P">P Bouloc</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Magnet, S" uniqKey="Magnet S">S Magnet</name></author><author><name sortKey="Courvalin, P" uniqKey="Courvalin P">P Courvalin</name></author><author><name sortKey="Lambert, T" uniqKey="Lambert T">T Lambert</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Coyne, S" uniqKey="Coyne S">S Coyne</name></author><author><name sortKey="Rosenfeld, N" uniqKey="Rosenfeld N">N Rosenfeld</name></author><author><name sortKey="Lambert, T" uniqKey="Lambert T">T Lambert</name></author><author><name sortKey="Courvalin, P" uniqKey="Courvalin P">P Courvalin</name></author><author><name sortKey="Perichon, B" uniqKey="Perichon B">B Périchon</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bauernfeind, A" uniqKey="Bauernfeind A">A Bauernfeind</name></author><author><name sortKey="Stemplinger, I" uniqKey="Stemplinger I">I Stemplinger</name></author><author><name sortKey="Jungwirth, R" uniqKey="Jungwirth R">R Jungwirth</name></author><author><name sortKey="Giamarellou, H" uniqKey="Giamarellou H">H Giamarellou</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Novotna, G" uniqKey="Novotna G">G Novotna</name></author><author><name sortKey="Janata, J" uniqKey="Janata J">J Janata</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Roberts, Mc" uniqKey="Roberts M">MC Roberts</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Arcangioli, Ma" uniqKey="Arcangioli M">MA Arcangioli</name></author><author><name sortKey="Leroy Setrin, S" uniqKey="Leroy Setrin S">S Leroy-Sétrin</name></author><author><name sortKey="Martel, Jl" uniqKey="Martel J">JL Martel</name></author><author><name sortKey="Chaslus Dancla, E" uniqKey="Chaslus Dancla E">E Chaslus-Dancla</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Daly, M" uniqKey="Daly M">M Daly</name></author><author><name sortKey="Villa, L" uniqKey="Villa L">L Villa</name></author><author><name sortKey="Pezzella, C" uniqKey="Pezzella C">C Pezzella</name></author><author><name sortKey="Fanning, S" uniqKey="Fanning S">S Fanning</name></author><author><name sortKey="Carattoli, A" uniqKey="Carattoli A">A Carattoli</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Abouzeed, Ym" uniqKey="Abouzeed Y">YM Abouzeed</name></author><author><name sortKey="Baucheron, S" uniqKey="Baucheron S">S Baucheron</name></author><author><name sortKey="Cloeckaert, A" uniqKey="Cloeckaert A">A Cloeckaert</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Salverda, Ml" uniqKey="Salverda M">ML Salverda</name></author><author><name sortKey="De Visser, Jag" uniqKey="De Visser J">JAG De Visser</name></author><author><name sortKey="Barlow, M" uniqKey="Barlow M">M Barlow</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mcarthur, Ag" uniqKey="Mcarthur A">AG McArthur</name></author><author><name sortKey="Waglechner, N" uniqKey="Waglechner N">N Waglechner</name></author><author><name sortKey="Nizam, F" uniqKey="Nizam F">F Nizam</name></author><author><name sortKey="Yan, A" uniqKey="Yan A">A Yan</name></author><author><name sortKey="Azad, Ma" uniqKey="Azad M">MA Azad</name></author><author><name sortKey="Baylay, Aj" uniqKey="Baylay A">AJ Baylay</name></author><author><name sortKey="Bhullar, K" uniqKey="Bhullar K">K Bhullar</name></author><author><name sortKey="Canova, Mj" uniqKey="Canova M">MJ Canova</name></author><author><name sortKey="De Pascale, G" uniqKey="De Pascale G">G De Pascale</name></author><author><name sortKey="Ejim, L" uniqKey="Ejim L">L Ejim</name></author><author><name sortKey="Kalan, L" uniqKey="Kalan L">L Kalan</name></author><author><name sortKey="King, A" uniqKey="King A">A King</name></author><author><name sortKey="Koteva, K" uniqKey="Koteva K">K Koteva</name></author><author><name sortKey="Morar, M" uniqKey="Morar M">M Morar</name></author><author><name sortKey="Mulvey, M" uniqKey="Mulvey M">M Mulvey</name></author><author><name sortKey="O Rien, J" uniqKey="O Rien J">J O’Brien</name></author><author><name sortKey="Pawlowski, A" uniqKey="Pawlowski A">A Pawlowski</name></author><author><name sortKey="Piddock, L" uniqKey="Piddock L">L Piddock</name></author><author><name sortKey="Spanogiannopoulos, P" uniqKey="Spanogiannopoulos P">P Spanogiannopoulos</name></author><author><name sortKey="Sutherland, A" uniqKey="Sutherland A">A Sutherland</name></author><author><name sortKey="Tang, I" uniqKey="Tang I">I Tang</name></author><author><name sortKey="Taylor, P" uniqKey="Taylor P">P Taylor</name></author><author><name sortKey="Thaker, M" uniqKey="Thaker M">M Thaker</name></author><author><name sortKey="Wang, W" uniqKey="Wang W">W Wang</name></author><author><name sortKey="Yan, M" uniqKey="Yan M">M Yan</name></author><author><name sortKey="T, Y" uniqKey="T Y">Y T</name></author><author><name sortKey="Wright, G" uniqKey="Wright G">G Wright</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Drouin, A" uniqKey="Drouin A">A Drouin</name></author><author><name sortKey="Giguere, S" uniqKey="Giguere S">S Giguère</name></author><author><name sortKey="Sagatovich, V" uniqKey="Sagatovich V">V Sagatovich</name></author><author><name sortKey="Deraspe, M" uniqKey="Deraspe M">M Déraspe</name></author><author><name sortKey="Laviolette, F" uniqKey="Laviolette F">F Laviolette</name></author><author><name sortKey="Marchand, M" uniqKey="Marchand M">M Marchand</name></author><author><name sortKey="Corbeil, J" uniqKey="Corbeil J">J Corbeil</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Marchand, M" uniqKey="Marchand M">M Marchand</name></author><author><name sortKey="Shawe Taylor, J" uniqKey="Shawe Taylor J">J Shawe-Taylor</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Timme, Re" uniqKey="Timme R">RE Timme</name></author><author><name sortKey="Pettengill, Jb" uniqKey="Pettengill J">JB Pettengill</name></author><author><name sortKey="Allard, Mw" uniqKey="Allard M">MW Allard</name></author><author><name sortKey="Strain, E" uniqKey="Strain E">E Strain</name></author><author><name sortKey="Barrangou, R" uniqKey="Barrangou R">R Barrangou</name></author><author><name sortKey="Wehnes, C" uniqKey="Wehnes C">C Wehnes</name></author><author><name sortKey="Van Kessel, Js" uniqKey="Van Kessel J">JS Van Kessel</name></author><author><name sortKey="Karns, Js" uniqKey="Karns J">JS Karns</name></author><author><name sortKey="Musser, Sm" uniqKey="Musser S">SM Musser</name></author><author><name sortKey="Brown, Ew" uniqKey="Brown E">EW Brown</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Drouin, A" uniqKey="Drouin A">A Drouin</name></author><author><name sortKey="Hocking, T" uniqKey="Hocking T">T Hocking</name></author><author><name sortKey="Laviolette, F" uniqKey="Laviolette F">F Laviolette</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Chung, Yj" uniqKey="Chung Y">YJ Chung</name></author><author><name sortKey="Saier, Mh" uniqKey="Saier M">MH Saier</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Giles, W" uniqKey="Giles W">W Giles</name></author><author><name sortKey="Benson, Ak" uniqKey="Benson A">AK Benson</name></author><author><name sortKey="Olson, M" uniqKey="Olson M">M Olson</name></author><author><name sortKey="Hutkins, Rw" uniqKey="Hutkins R">RW Hutkins</name></author><author><name sortKey="Whichard, J" uniqKey="Whichard J">J Whichard</name></author><author><name sortKey="Winokur, P" uniqKey="Winokur P">P Winokur</name></author><author><name sortKey="Fey, Pd" uniqKey="Fey P">PD Fey</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="El Halfawy, Om" uniqKey="El Halfawy O">OM El-Halfawy</name></author><author><name sortKey="Klett, J" uniqKey="Klett J">J Klett</name></author><author><name sortKey="Ingram, Rj" uniqKey="Ingram R">RJ Ingram</name></author><author><name sortKey="Loutet, Sa" uniqKey="Loutet S">SA Loutet</name></author><author><name sortKey="Murphy, Me" uniqKey="Murphy M">ME Murphy</name></author><author><name sortKey="Martin Santamaria, S" uniqKey="Martin Santamaria S">S Martín-Santamaría</name></author><author><name sortKey="Valvano, Ma" uniqKey="Valvano M">MA Valvano</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Naguib, Mm" uniqKey="Naguib M">MM Naguib</name></author><author><name sortKey="Valvano, Ma" uniqKey="Valvano M">MA Valvano</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Dame Korevaar, A" uniqKey="Dame Korevaar A">A Dame-Korevaar</name></author><author><name sortKey="Fischer, Ea" uniqKey="Fischer E">EA Fischer</name></author><author><name sortKey="Stegeman, A" uniqKey="Stegeman A">A Stegeman</name></author><author><name sortKey="Mevius, D" uniqKey="Mevius D">D Mevius</name></author><author><name sortKey="Van Essen Zandbergen, A" uniqKey="Van Essen Zandbergen A">A van Essen-Zandbergen</name></author><author><name sortKey="Velkers, F" uniqKey="Velkers F">F Velkers</name></author><author><name sortKey="Van Der Goot, J" uniqKey="Van Der Goot J">J van der Goot</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Martin, Lc" uniqKey="Martin L">LC Martin</name></author><author><name sortKey="Weir, Ek" uniqKey="Weir E">EK Weir</name></author><author><name sortKey="Poppe, C" uniqKey="Poppe C">C Poppe</name></author><author><name sortKey="Reid Smith, Rj" uniqKey="Reid Smith R">RJ Reid-Smith</name></author><author><name sortKey="Boerlin, P" uniqKey="Boerlin P">P Boerlin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Campos, J" uniqKey="Campos J">J Campos</name></author><author><name sortKey="Mourao, J" uniqKey="Mourao J">J Mourão</name></author><author><name sortKey="Silveira, L" uniqKey="Silveira L">L Silveira</name></author><author><name sortKey="Saraiva, M" uniqKey="Saraiva M">M Saraiva</name></author><author><name sortKey="Belo Correia, C" uniqKey="Belo Correia C">C Belo Correia</name></author><author><name sortKey="Macas, Ap" uniqKey="Macas A">AP Maçãs</name></author><author><name sortKey="Peixe, L" uniqKey="Peixe L">L Peixe</name></author><author><name sortKey="Antunes, P" uniqKey="Antunes P">P Antunes</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Campos, J" uniqKey="Campos J">J Campos</name></author><author><name sortKey="Mourao, J" uniqKey="Mourao J">J Mourão</name></author><author><name sortKey="Silveira, L" uniqKey="Silveira L">L Silveira</name></author><author><name sortKey="Saraiva, M" uniqKey="Saraiva M">M Saraiva</name></author><author><name sortKey="Correia, Cb" uniqKey="Correia C">CB Correia</name></author><author><name sortKey="Macas, Ap" uniqKey="Macas A">AP Maçãs</name></author><author><name sortKey="Peixe, L" uniqKey="Peixe L">L Peixe</name></author><author><name sortKey="Antunes, P" uniqKey="Antunes P">P Antunes</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Tiba Casas, Mr" uniqKey="Tiba Casas M">MR Tiba-Casas</name></author><author><name sortKey="Camargo, Ch" uniqKey="Camargo C">CH Camargo</name></author><author><name sortKey="Soares, Fb" uniqKey="Soares F">FB Soares</name></author><author><name sortKey="Doi, Y" uniqKey="Doi Y">Y Doi</name></author><author><name sortKey="Fernandes, Sa" uniqKey="Fernandes S">SA Fernandes</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Madec, Jy" uniqKey="Madec J">JY Madec</name></author><author><name sortKey="Haenni, M" uniqKey="Haenni M">M Haenni</name></author><author><name sortKey="Nordmann, P" uniqKey="Nordmann P">P Nordmann</name></author><author><name sortKey="Poirel, L" uniqKey="Poirel L">L Poirel</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Espinosa, Rf" uniqKey="Espinosa R">RF Espinosa</name></author><author><name sortKey="Rumi, V" uniqKey="Rumi V">V Rumi</name></author><author><name sortKey="Marchisio, M" uniqKey="Marchisio M">M Marchisio</name></author><author><name sortKey="Cejas, D" uniqKey="Cejas D">D Cejas</name></author><author><name sortKey="Radice, M" uniqKey="Radice M">M Radice</name></author><author><name sortKey="Vay, C" uniqKey="Vay C">C Vay</name></author><author><name sortKey="Barrios, R" uniqKey="Barrios R">R Barrios</name></author><author><name sortKey="Gutkind, G" uniqKey="Gutkind G">G Gutkind</name></author><author><name sortKey="Di Conza, J" uniqKey="Di Conza J">J Di Conza</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Radford, D" uniqKey="Radford D">D Radford</name></author><author><name sortKey="Strange, P" uniqKey="Strange P">P Strange</name></author><author><name sortKey="Lepp, D" uniqKey="Lepp D">D Lepp</name></author><author><name sortKey="Hernandez, M" uniqKey="Hernandez M">M Hernandez</name></author><author><name sortKey="Rehman, Ma" uniqKey="Rehman M">MA Rehman</name></author><author><name sortKey="Diarra, Ms" uniqKey="Diarra M">MS Diarra</name></author><author><name sortKey="Balamurugan, S" uniqKey="Balamurugan S">S Balamurugan</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Michael, G" uniqKey="Michael G">G Michael</name></author><author><name sortKey="Schwarz, S" uniqKey="Schwarz S">S Schwarz</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pezzella, C" uniqKey="Pezzella C">C Pezzella</name></author><author><name sortKey="Ricci, A" uniqKey="Ricci A">A Ricci</name></author><author><name sortKey="Digiannatale, E" uniqKey="Digiannatale E">E DiGiannatale</name></author><author><name sortKey="Luzzi, I" uniqKey="Luzzi I">I Luzzi</name></author><author><name sortKey="Carattoli, A" uniqKey="Carattoli A">A Carattoli</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Silverman, M" uniqKey="Silverman M">M Silverman</name></author><author><name sortKey="Zieg, J" uniqKey="Zieg J">J Zieg</name></author><author><name sortKey="Hilmen, M" uniqKey="Hilmen M">M Hilmen</name></author><author><name sortKey="Simon, M" uniqKey="Simon M">M Simon</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lucarelli, C" uniqKey="Lucarelli C">C Lucarelli</name></author><author><name sortKey="Dionisi, Am" uniqKey="Dionisi A">AM Dionisi</name></author><author><name sortKey="Filetici, E" uniqKey="Filetici E">E Filetici</name></author><author><name sortKey="Owczarek, S" uniqKey="Owczarek S">S Owczarek</name></author><author><name sortKey="Luzzi, I" uniqKey="Luzzi I">I Luzzi</name></author><author><name sortKey="Villa, L" uniqKey="Villa L">L Villa</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Maamar, E" uniqKey="Maamar E">E Maamar</name></author><author><name sortKey="Alonso, Ca" uniqKey="Alonso C">CA Alonso</name></author><author><name sortKey="Hamzaoui, Z" uniqKey="Hamzaoui Z">Z Hamzaoui</name></author><author><name sortKey="Dakhli, N" uniqKey="Dakhli N">N Dakhli</name></author><author><name sortKey="Abbassi, Ms" uniqKey="Abbassi M">MS Abbassi</name></author><author><name sortKey="Ferjani, S" uniqKey="Ferjani S">S Ferjani</name></author><author><name sortKey="Saidani, M" uniqKey="Saidani M">M Saidani</name></author><author><name sortKey="Boubaker, Ibb" uniqKey="Boubaker I">IBB Boubaker</name></author><author><name sortKey="Torres, C" uniqKey="Torres C">C Torres</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Diarra, Ms" uniqKey="Diarra M">MS Diarra</name></author><author><name sortKey="Delaquis, P" uniqKey="Delaquis P">P Delaquis</name></author><author><name sortKey="Rempel, H" uniqKey="Rempel H">H Rempel</name></author><author><name sortKey="Bach, S" uniqKey="Bach S">S Bach</name></author><author><name sortKey="Harlton, C" uniqKey="Harlton C">C Harlton</name></author><author><name sortKey="Aslam, M" uniqKey="Aslam M">M Aslam</name></author><author><name sortKey="Pritchard, J" uniqKey="Pritchard J">J Pritchard</name></author><author><name sortKey="Topp, E" uniqKey="Topp E">E Topp</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Matthews, Tc" uniqKey="Matthews T">TC Matthews</name></author><author><name sortKey="Bristow, Fr" uniqKey="Bristow F">FR Bristow</name></author><author><name sortKey="Griffiths, Ej" uniqKey="Griffiths E">EJ Griffiths</name></author><author><name sortKey="Petkau, A" uniqKey="Petkau A">A Petkau</name></author><author><name sortKey="Adam, J" uniqKey="Adam J">J Adam</name></author><author><name sortKey="Dooley, D" uniqKey="Dooley D">D Dooley</name></author><author><name sortKey="Kruczkiewicz, P" uniqKey="Kruczkiewicz P">P Kruczkiewicz</name></author><author><name sortKey="Curatcha, J" uniqKey="Curatcha J">J Curatcha</name></author><author><name sortKey="Cabral, J" uniqKey="Cabral J">J Cabral</name></author><author><name sortKey="Fornika, D" uniqKey="Fornika D">D Fornika</name></author><author><name sortKey="Winsor, G" uniqKey="Winsor G">G Winsor</name></author><author><name sortKey="Courtot, M" uniqKey="Courtot M">M Courtot</name></author><author><name sortKey="Bertelli, C" uniqKey="Bertelli C">C Bertelli</name></author><author><name sortKey="Roudgar, A" uniqKey="Roudgar A">A Roudgar</name></author><author><name sortKey="Feijao, P" uniqKey="Feijao P">P Feijao</name></author><author><name sortKey="Mabon, P" uniqKey="Mabon P">P Mabon</name></author><author><name sortKey="Enns, E" uniqKey="Enns E">E Enns</name></author><author><name sortKey="Thiessen, J" uniqKey="Thiessen J">J Thiessen</name></author><author><name sortKey="Keddy, A" uniqKey="Keddy A">A Keddy</name></author><author><name sortKey="Isaac Renton, J" uniqKey="Isaac Renton J">J Isaac-Renton</name></author><author><name sortKey="Gardy, Jl" uniqKey="Gardy J">JL Gardy</name></author><author><name sortKey="Tang, P" uniqKey="Tang P">P Tang</name></author><author><name sortKey="Consortium, I" uniqKey="Consortium I">I Consortium</name></author><author><name sortKey="Carrico, Ja" uniqKey="Carrico J">JA Carriço</name></author><author><name sortKey="Chindelevitch, L" uniqKey="Chindelevitch L">L Chindelevitch</name></author><author><name sortKey="Chauve, C" uniqKey="Chauve C">C Chauve</name></author><author><name sortKey="Graham, Mr" uniqKey="Graham M">MR Graham</name></author><author><name sortKey="Mcarthur, Ag" uniqKey="Mcarthur A">AG McArthur</name></author><author><name sortKey="Taboada, En" uniqKey="Taboada E">EN Taboada</name></author><author><name sortKey="Beiko, Rg" uniqKey="Beiko R">RG Beiko</name></author><author><name sortKey="Brinkman, Fs" uniqKey="Brinkman F">FS Brinkman</name></author><author><name sortKey="Hsiao, Ww" uniqKey="Hsiao W">WW Hsiao</name></author><author><name sortKey="Van Domselaar, G" uniqKey="Van Domselaar G">G Van Domselaar</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mago, T" uniqKey="Mago T">T Magoč</name></author><author><name sortKey="Salzberg, Sl" uniqKey="Salzberg S">SL Salzberg</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bankevich, A" uniqKey="Bankevich A">A Bankevich</name></author><author><name sortKey="Nurk, S" uniqKey="Nurk S">S Nurk</name></author><author><name sortKey="Antipov, D" uniqKey="Antipov D">D Antipov</name></author><author><name sortKey="Gurevich, Aa" uniqKey="Gurevich A">AA Gurevich</name></author><author><name sortKey="Dvorkin, M" uniqKey="Dvorkin M">M Dvorkin</name></author><author><name sortKey="Kulikov, As" uniqKey="Kulikov A">AS Kulikov</name></author><author><name sortKey="Lesin, Vm" uniqKey="Lesin V">VM Lesin</name></author><author><name sortKey="Nikolenko, Si" uniqKey="Nikolenko S">SI Nikolenko</name></author><author><name sortKey="Pham, S" uniqKey="Pham S">S Pham</name></author><author><name sortKey="Prjibelski, Ad" uniqKey="Prjibelski A">AD Prjibelski</name></author><author><name sortKey="Pyshkin, Av" uniqKey="Pyshkin A">AV Pyshkin</name></author><author><name sortKey="Sirotkin, Av" uniqKey="Sirotkin A">AV Sirotkin</name></author><author><name sortKey="Vyahhi, N" uniqKey="Vyahhi N">N Vyahhi</name></author><author><name sortKey="Tesler, G" uniqKey="Tesler G">G Tesler</name></author><author><name sortKey="Alekseyev, Ma" uniqKey="Alekseyev M">MA Alekseyev</name></author><author><name sortKey="Pevzner, Pa" uniqKey="Pevzner P">PA Pevzner</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gurevich, A" uniqKey="Gurevich A">A Gurevich</name></author><author><name sortKey="Saveliev, V" uniqKey="Saveliev V">V Saveliev</name></author><author><name sortKey="Vyahhi, N" uniqKey="Vyahhi N">N Vyahhi</name></author><author><name sortKey="Tesler, G" uniqKey="Tesler G">G Tesler</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Seemann, T" uniqKey="Seemann T">T Seemann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Seemann, T" uniqKey="Seemann T">T Seemann</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Carattoli, A" uniqKey="Carattoli A">A Carattoli</name></author><author><name sortKey="Zankari, E" uniqKey="Zankari E">E Zankari</name></author><author><name sortKey="Garcia Fernandez, A" uniqKey="Garcia Fernandez A">A García-Fernández</name></author><author><name sortKey="Larsen, Mv" uniqKey="Larsen M">MV Larsen</name></author><author><name sortKey="Lund, O" uniqKey="Lund O">O Lund</name></author><author><name sortKey="Villa, L" uniqKey="Villa L">L Villa</name></author><author><name sortKey="Aarestrup, Fm" uniqKey="Aarestrup F">FM Aarestrup</name></author><author><name sortKey="Hasman, H" uniqKey="Hasman H">H Hasman</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Mckinney, W" uniqKey="Mckinney W">W McKinney</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Waskom, M" uniqKey="Waskom M">M Waskom</name></author><author><name sortKey="Botvinnik, O" uniqKey="Botvinnik O">O Botvinnik</name></author><author><name sortKey="O Ane, D" uniqKey="O Ane D">D O’Kane</name></author><author><name sortKey="Hobson, P" uniqKey="Hobson P">P Hobson</name></author><author><name sortKey="Lukauskas, S" uniqKey="Lukauskas S">S Lukauskas</name></author><author><name sortKey="Gemperline, Dc" uniqKey="Gemperline D">DC Gemperline</name></author><author><name sortKey="Augspurger, T" uniqKey="Augspurger T">T Augspurger</name></author><author><name sortKey="Halchenko, Y" uniqKey="Halchenko Y">Y Halchenko</name></author><author><name sortKey="Cole, Jb" uniqKey="Cole J">JB Cole</name></author><author><name sortKey="Warmenhoven, J" uniqKey="Warmenhoven J">J Warmenhoven</name></author><author><name sortKey="De Ruiter, J" uniqKey="De Ruiter J">J de Ruiter</name></author><author><name sortKey="Pye, C" uniqKey="Pye C">C Pye</name></author><author><name sortKey="Hoyer, S" uniqKey="Hoyer S">S Hoyer</name></author><author><name sortKey="Vanderplas, J" uniqKey="Vanderplas J">J Vanderplas</name></author><author><name sortKey="Villalba, S" uniqKey="Villalba S">S Villalba</name></author><author><name sortKey="Kunter, G" uniqKey="Kunter G">G Kunter</name></author><author><name sortKey="Quintero, E" uniqKey="Quintero E">E Quintero</name></author><author><name sortKey="Bachant, P" uniqKey="Bachant P">P Bachant</name></author><author><name sortKey="Martin, M" uniqKey="Martin M">M Martin</name></author><author><name sortKey="Meyer, K" uniqKey="Meyer K">K Meyer</name></author><author><name sortKey="Miles, A" uniqKey="Miles A">A Miles</name></author><author><name sortKey="Ram, Y" uniqKey="Ram Y">Y Ram</name></author><author><name sortKey="Yarkoni, T" uniqKey="Yarkoni T">T Yarkoni</name></author><author><name sortKey="Williams, Ml" uniqKey="Williams M">ML Williams</name></author><author><name sortKey="Evans, C" uniqKey="Evans C">C Evans</name></author><author><name sortKey="Fitzgerald, C" uniqKey="Fitzgerald C">C Fitzgerald</name></author><author><name sortKey="Brian Fonnesbeck, C" uniqKey="Brian Fonnesbeck C">C Brian Fonnesbeck</name></author><author><name sortKey="Lee, A" uniqKey="Lee A">A Lee</name></author><author><name sortKey="Qalieh, A" uniqKey="Qalieh A">A Qalieh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Yoshida, Ce" uniqKey="Yoshida C">CE Yoshida</name></author><author><name sortKey="Kruczkiewicz, P" uniqKey="Kruczkiewicz P">P Kruczkiewicz</name></author><author><name sortKey="Laing, Cr" uniqKey="Laing C">CR Laing</name></author><author><name sortKey="Lingohr, Ej" uniqKey="Lingohr E">EJ Lingohr</name></author><author><name sortKey="Gannon, Vp" uniqKey="Gannon V">VP Gannon</name></author><author><name sortKey="Nash, Jh" uniqKey="Nash J">JH Nash</name></author><author><name sortKey="Taboada, En" uniqKey="Taboada E">EN Taboada</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kluyver, T" uniqKey="Kluyver T">T Kluyver</name></author><author><name sortKey="Ragan Kelley, B" uniqKey="Ragan Kelley B">B Ragan-Kelley</name></author><author><name sortKey="Perez, F" uniqKey="Perez F">F Pérez</name></author><author><name sortKey="Granger, Be" uniqKey="Granger B">BE Granger</name></author><author><name sortKey="Bussonnier, M" uniqKey="Bussonnier M">M Bussonnier</name></author><author><name sortKey="Frederic, J" uniqKey="Frederic J">J Frederic</name></author><author><name sortKey="Kelley, K" uniqKey="Kelley K">K Kelley</name></author><author><name sortKey="Hamrick, Jb" uniqKey="Hamrick J">JB Hamrick</name></author><author><name sortKey="Grout, J" uniqKey="Grout J">J Grout</name></author><author><name sortKey="Corlay, S" uniqKey="Corlay S">S Corlay</name></author><author><name sortKey="Ivanov, P" uniqKey="Ivanov P">P Ivanov</name></author><author><name sortKey="Avila, D" uniqKey="Avila D">D Avila</name></author><author><name sortKey="Abdalla, S" uniqKey="Abdalla S">S Abdalla</name></author><author><name sortKey="Willing, C" uniqKey="Willing C">C Willing</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Torvalds, L" uniqKey="Torvalds L">L Torvalds</name></author><author><name sortKey="Hamano, J" uniqKey="Hamano J">J Hamano</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Page, Aj" uniqKey="Page A">AJ Page</name></author><author><name sortKey="Cummins, Ca" uniqKey="Cummins C">CA Cummins</name></author><author><name sortKey="Hunt, M" uniqKey="Hunt M">M Hunt</name></author><author><name sortKey="Wong, Vk" uniqKey="Wong V">VK Wong</name></author><author><name sortKey="Reuter, S" uniqKey="Reuter S">S Reuter</name></author><author><name sortKey="Holden, Mt" uniqKey="Holden M">MT Holden</name></author><author><name sortKey="Fookes, M" uniqKey="Fookes M">M Fookes</name></author><author><name sortKey="Falush, D" uniqKey="Falush D">D Falush</name></author><author><name sortKey="Keane, Ja" uniqKey="Keane J">JA Keane</name></author><author><name sortKey="Parkhill, J" uniqKey="Parkhill J">J Parkhill</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Page, Aj" uniqKey="Page A">AJ Page</name></author><author><name sortKey="Taylor, B" uniqKey="Taylor B">B Taylor</name></author><author><name sortKey="Delaney, Aj" uniqKey="Delaney A">AJ Delaney</name></author><author><name sortKey="Soares, J" uniqKey="Soares J">J Soares</name></author><author><name sortKey="Seemann, T" uniqKey="Seemann T">T Seemann</name></author><author><name sortKey="Keane, Ja" uniqKey="Keane J">JA Keane</name></author><author><name sortKey="Harris, Sr" uniqKey="Harris S">SR Harris</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Nguyen, Lt" uniqKey="Nguyen L">LT Nguyen</name></author><author><name sortKey="Schmidt, Ha" uniqKey="Schmidt H">HA Schmidt</name></author><author><name sortKey="Von Haeseler, A" uniqKey="Von Haeseler A">A von Haeseler</name></author><author><name sortKey="Minh, Bq" uniqKey="Minh B">BQ Minh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Trifinopoulos, J" uniqKey="Trifinopoulos J">J Trifinopoulos</name></author><author><name sortKey="Nguyen, Lt" uniqKey="Nguyen L">LT Nguyen</name></author><author><name sortKey="Von Haeseler, A" uniqKey="Von Haeseler A">A von Haeseler</name></author><author><name sortKey="Minh, Bq" uniqKey="Minh B">BQ Minh</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Kalyaanamoorthy, S" uniqKey="Kalyaanamoorthy S">S Kalyaanamoorthy</name></author><author><name sortKey="Minh, Bq" uniqKey="Minh B">BQ Minh</name></author><author><name sortKey="Wong, Tk" uniqKey="Wong T">TK Wong</name></author><author><name sortKey="Von Haeseler, A" uniqKey="Von Haeseler A">A von Haeseler</name></author><author><name sortKey="Jermiin, Ls" uniqKey="Jermiin L">LS Jermiin</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Huerta Cepas, J" uniqKey="Huerta Cepas J">J Huerta-Cepas</name></author><author><name sortKey="Serra, F" uniqKey="Serra F">F Serra</name></author><author><name sortKey="Bork, P" uniqKey="Bork P">P Bork</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Hyatt, D" uniqKey="Hyatt D">D Hyatt</name></author><author><name sortKey="Chen, Gl" uniqKey="Chen G">GL Chen</name></author><author><name sortKey="Locascio, Pf" uniqKey="Locascio P">PF LoCascio</name></author><author><name sortKey="Land, Ml" uniqKey="Land M">ML Land</name></author><author><name sortKey="Larimer, Fw" uniqKey="Larimer F">FW Larimer</name></author><author><name sortKey="Hauser, Lj" uniqKey="Hauser L">LJ Hauser</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Buchfink, B" uniqKey="Buchfink B">B Buchfink</name></author><author><name sortKey="Xie, C" uniqKey="Xie C">C Xie</name></author><author><name sortKey="Huson, Dh" uniqKey="Huson D">DH Huson</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pedregosa, F" uniqKey="Pedregosa F">F Pedregosa</name></author><author><name sortKey="Varoquaux, G" uniqKey="Varoquaux G">G Varoquaux</name></author><author><name sortKey="Gramfort, A" uniqKey="Gramfort A">A Gramfort</name></author><author><name sortKey="Michel, V" uniqKey="Michel V">V Michel</name></author><author><name sortKey="Thirion, B" uniqKey="Thirion B">B Thirion</name></author><author><name sortKey="Grisel, O" uniqKey="Grisel O">O Grisel</name></author><author><name sortKey="Blondel, M" uniqKey="Blondel M">M Blondel</name></author><author><name sortKey="Prettenhofer, P" uniqKey="Prettenhofer P">P Prettenhofer</name></author><author><name sortKey="Weiss, R" uniqKey="Weiss R">R Weiss</name></author><author><name sortKey="Dubourg, V" uniqKey="Dubourg V">V Dubourg</name></author><author><name sortKey="Vanderplas, J" uniqKey="Vanderplas J">J Vanderplas</name></author><author><name sortKey="Passos, A" uniqKey="Passos A">A Passos</name></author><author><name sortKey="Cournapeau, D" uniqKey="Cournapeau D">D Cournapeau</name></author><author><name sortKey="Brucher, M" uniqKey="Brucher M">M Brucher</name></author><author><name sortKey="Perrot, M" uniqKey="Perrot M">M Perrot</name></author><author><name sortKey="Duchesnay, E" uniqKey="Duchesnay E">É Duchesnay</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lemaitre, G" uniqKey="Lemaitre G">G Lemaître</name></author><author><name sortKey="Nogueira, F" uniqKey="Nogueira F">F Nogueira</name></author><author><name sortKey="Aridas, Ck" uniqKey="Aridas C">CK Aridas</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Li, H" uniqKey="Li H">H Li</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Aziz, Rk" uniqKey="Aziz R">RK Aziz</name></author><author><name sortKey="Bartels, D" uniqKey="Bartels D">D Bartels</name></author><author><name sortKey="Best, Aa" uniqKey="Best A">AA Best</name></author><author><name sortKey="Dejongh, M" uniqKey="Dejongh M">M DeJongh</name></author><author><name sortKey="Disz, T" uniqKey="Disz T">T Disz</name></author><author><name sortKey="Edwards, Ra" uniqKey="Edwards R">RA Edwards</name></author><author><name sortKey="Formsma, K" uniqKey="Formsma K">K Formsma</name></author><author><name sortKey="Gerdes, S" uniqKey="Gerdes S">S Gerdes</name></author><author><name sortKey="Glass, Em" uniqKey="Glass E">EM Glass</name></author><author><name sortKey="Kubal, M" uniqKey="Kubal M">M Kubal</name></author><author><name sortKey="Meyer, F" uniqKey="Meyer F">F Meyer</name></author><author><name sortKey="Olsen, G" uniqKey="Olsen G">G Olsen</name></author><author><name sortKey="Olson, R" uniqKey="Olson R">R Olson</name></author><author><name sortKey="Osterman, A" uniqKey="Osterman A">A Osterman</name></author><author><name sortKey="Overbeek, R" uniqKey="Overbeek R">R Overbeek</name></author><author><name sortKey="Mcneil, L" uniqKey="Mcneil L">L McNeil</name></author><author><name sortKey="Paarmann, D" uniqKey="Paarmann D">D Paarmann</name></author><author><name sortKey="Paczian, T" uniqKey="Paczian T">T Paczian</name></author><author><name sortKey="Parrello, B" uniqKey="Parrello B">B Parrello</name></author><author><name sortKey="Pusch, G" uniqKey="Pusch G">G Pusch</name></author><author><name sortKey="Reich, C" uniqKey="Reich C">C Reich</name></author><author><name sortKey="Stevens, R" uniqKey="Stevens R">R Stevens</name></author><author><name sortKey="Vassieva, O" uniqKey="Vassieva O">O Vassieva</name></author><author><name sortKey="Vonstein, V" uniqKey="Vonstein V">V Vonstein</name></author><author><name sortKey="Wilke, A" uniqKey="Wilke A">A Wilke</name></author><author><name sortKey="Zagnitko, O" uniqKey="Zagnitko O">O Zagnitko</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Overbeek, R" uniqKey="Overbeek R">R Overbeek</name></author><author><name sortKey="Olson, R" uniqKey="Olson R">R Olson</name></author><author><name sortKey="Pusch, Gd" uniqKey="Pusch G">GD Pusch</name></author><author><name sortKey="Olsen, Gj" uniqKey="Olsen G">GJ Olsen</name></author><author><name sortKey="Davis, Jj" uniqKey="Davis J">JJ Davis</name></author><author><name sortKey="Disz, T" uniqKey="Disz T">T Disz</name></author><author><name sortKey="Edwards, Ra" uniqKey="Edwards R">RA Edwards</name></author><author><name sortKey="Gerdes, S" uniqKey="Gerdes S">S Gerdes</name></author><author><name sortKey="Parrello, B" uniqKey="Parrello B">B Parrello</name></author><author><name sortKey="Shukla, M" uniqKey="Shukla M">M Shukla</name></author><author><name sortKey="Vonstein, V" uniqKey="Vonstein V">V Vonstein</name></author><author><name sortKey="Wattam, A" uniqKey="Wattam A">A Wattam</name></author><author><name sortKey="Xia, F" uniqKey="Xia F">F Xia</name></author><author><name sortKey="Stevens, R" uniqKey="Stevens R">R Stevens</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list><country><li>Canada</li></country></list><tree><country name="Canada"><noRegion><name sortKey="Maguire, Finlay" sort="Maguire, Finlay" uniqKey="Maguire F" first="Finlay" last="Maguire">Finlay Maguire</name></noRegion><name sortKey="Beiko, Robert G" sort="Beiko, Robert G" uniqKey="Beiko R" first="Robert G." last="Beiko">Robert G. Beiko</name><name sortKey="Carrillo, Catherine" sort="Carrillo, Catherine" uniqKey="Carrillo C" first="Catherine" last="Carrillo">Catherine Carrillo</name><name sortKey="Diarra, Moussa S" sort="Diarra, Moussa S" uniqKey="Diarra M" first="Moussa S." last="Diarra">Moussa S. Diarra</name><name sortKey="Rehman, Muhammad Attiq" sort="Rehman, Muhammad Attiq" uniqKey="Rehman M" first="Muhammad Attiq" last="Rehman">Muhammad Attiq Rehman</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Sante/explor/MersV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000535 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000535 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Sante
|area= MersV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= PMC:6687941
|texte= Identification of Primary Antimicrobial Resistance Drivers in Agricultural Nontyphoidal Salmonella enterica Serovars by Using Machine Learning
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:31387929" \
| HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \
| NlmPubMed2Wicri -a MersV1
| This area was generated with Dilib version V0.6.33. |  |