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A global metagenomic map of urban microbiomes and antimicrobial resistance

We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, an...

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Published in:Cell 2021-06, Vol.184 (13), p.3376-3393.e17
Main Authors: Danko, David, Neches, Russell Y., Nikolayeva, Olga, Chatziefthimiou, Aspassia D., Crawford, Robert W., Elhaik, Eran, Jang, Soojin, Kelly, Frank J., Kyrpides, Nikos C., Nagarajan, Niranjan, Semmler, Torsten, Suzuki, Haruo, Ugalde, Juan A., Vayndorf, Elena M., Adel, Ait-hamlat, Araujo, Luiza F., Bello, Carla, Bernardes, Juliana, Bitard-Feildel, Tristan, Bolzli, Kevin, Carbone, Alessandra, Castro, Sofia, Cedillo, Jonathan, Chavan, Akash Keluth, Chen, Xiaoqing, Cheung, Daisy, Chiu, Shirley, Dequeker, Chloé, Devi, Monika, Dezem, Felipe S., Dotsenko, Valeriia, Du, Steven, Faiz, Iqra, Fleiss, Aubin, Flores, Denisse, Forero, Juan Carlos, Francis, Aaishah, García, Catalina, Giang, Dao Phuong, Greselle, Charlotte, Haehr, Wolfgang, Hess-Homeier, David, Humphries, Elizabeth, Islam, Sharah, de Souza Gomes Kehdy, Fernanda, Khavari, Mahshid, Kim, Hyung Jun, KoLoMonaco, Giuseppe, Kobko-Litskevitch, Nadezhda, Kozhar, Michael, Kubota, Nanami, Kuklin, Andrii, Lafontaine, Ingrid, de Lamotte, Gerardo, Livia, Mayra Arauco, Loubens, Manon, Manoir, Dimitri, Meydan, Cem, Mignotte, Mathilde, Moitra, Karobi, Molinet, Jennifer, Molomjamts, Orgil-Erdene, Moreno, Mario, Munia, Muntaha, Nakagawa, Mayuko, Nazario, Bryan, Noushmehr, Houtan, O’Hara, Niamh B., Ordioni, Nils, Osuolale, Israel O., Osuolale, Oluwatosin M., Pineda, Lisbeth, Pompa-Hogan, Brianna, Portilla, María Gabriela, Qing, Tao, Ratnanandan, Prashanthi, Read, Timothy D., Robertiello, Alessandro, Rodríguez, Paula, Rosario, Anyelic, Roth, Sandra, Saito, Yoshitaka, Sato, Seisuke, Sato, Ryo, Sayara, Nowshin, Shaaban, Heba, Shari, Aliyah, Silva, Jordana M., Souza, Camila, Sprinsky, Nicolas, Suganuma, Kiyoshi, Sullivan, Jill, Takahashi, Kou, Thomas, Andrew M., Togashi, Takumi, Vacant, Sophie, Vann, Laura E., Wang, Cindy, Wong, Yan Ling, Yeh, George C.
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cited_by cdi_FETCH-LOGICAL-c826t-9d47f0a0f447eb89741e1af95613b6d3379d90ac8b3fd99cb4b7685e5693b8133
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container_title Cell
container_volume 184
creator Danko, David
Neches, Russell Y.
Nikolayeva, Olga
Chatziefthimiou, Aspassia D.
Crawford, Robert W.
Elhaik, Eran
Jang, Soojin
Kelly, Frank J.
Kyrpides, Nikos C.
Nagarajan, Niranjan
Semmler, Torsten
Suzuki, Haruo
Ugalde, Juan A.
Vayndorf, Elena M.
Adel, Ait-hamlat
Araujo, Luiza F.
Bello, Carla
Bernardes, Juliana
Bitard-Feildel, Tristan
Bolzli, Kevin
Carbone, Alessandra
Castro, Sofia
Cedillo, Jonathan
Chavan, Akash Keluth
Chen, Xiaoqing
Cheung, Daisy
Chiu, Shirley
Dequeker, Chloé
Devi, Monika
Dezem, Felipe S.
Dotsenko, Valeriia
Du, Steven
Faiz, Iqra
Fleiss, Aubin
Flores, Denisse
Forero, Juan Carlos
Francis, Aaishah
García, Catalina
Giang, Dao Phuong
Greselle, Charlotte
Haehr, Wolfgang
Hess-Homeier, David
Humphries, Elizabeth
Islam, Sharah
de Souza Gomes Kehdy, Fernanda
Khavari, Mahshid
Kim, Hyung Jun
KoLoMonaco, Giuseppe
Kobko-Litskevitch, Nadezhda
Kozhar, Michael
Kubota, Nanami
Kuklin, Andrii
Lafontaine, Ingrid
de Lamotte, Gerardo
Livia, Mayra Arauco
Loubens, Manon
Manoir, Dimitri
Meydan, Cem
Mignotte, Mathilde
Moitra, Karobi
Molinet, Jennifer
Molomjamts, Orgil-Erdene
Moreno, Mario
Munia, Muntaha
Nakagawa, Mayuko
Nazario, Bryan
Noushmehr, Houtan
O’Hara, Niamh B.
Ordioni, Nils
Osuolale, Israel O.
Osuolale, Oluwatosin M.
Pineda, Lisbeth
Pompa-Hogan, Brianna
Portilla, María Gabriela
Qing, Tao
Ratnanandan, Prashanthi
Read, Timothy D.
Robertiello, Alessandro
Rodríguez, Paula
Rosario, Anyelic
Roth, Sandra
Saito, Yoshitaka
Sato, Seisuke
Sato, Ryo
Sayara, Nowshin
Shaaban, Heba
Shari, Aliyah
Silva, Jordana M.
Souza, Camila
Sprinsky, Nicolas
Suganuma, Kiyoshi
Sullivan, Jill
Takahashi, Kou
Thomas, Andrew M.
Togashi, Takumi
Vacant, Sophie
Vann, Laura E.
Wang, Cindy
Wong, Yan Ling
Yeh, George C.
description We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, antimicrobial resistance (AMR) markers, and genetic elements, including 10,928 viruses, 1,302 bacteria, 2 archaea, and 838,532 CRISPR arrays not found in reference databases. We identified 4,246 known species of urban microorganisms and a consistent set of 31 species found in 97% of samples that were distinct from human commensal organisms. Profiles of AMR genes varied widely in type and density across cities. Cities showed distinct microbial taxonomic signatures that were driven by climate and geographic differences. These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities. [Display omitted] •Cities possess a consistent “core” set of non-human microbes•Urban microbiomes echo important features of cities and city-life•Antimicrobial resistance genes are widespread in cities•Cities contain many novel bacterial and viral species This systematic, worldwide catalog of urban microbiomes represents a metagenomic atlas important for understanding the ecology, virulence, and antibiotic resistance of city-specific microbial communities.
doi_str_mv 10.1016/j.cell.2021.05.002
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Neches, Russell Y. ; Nikolayeva, Olga ; Chatziefthimiou, Aspassia D. ; Crawford, Robert W. ; Elhaik, Eran ; Jang, Soojin ; Kelly, Frank J. ; Kyrpides, Nikos C. ; Nagarajan, Niranjan ; Semmler, Torsten ; Suzuki, Haruo ; Ugalde, Juan A. ; Vayndorf, Elena M. ; Adel, Ait-hamlat ; Araujo, Luiza F. ; Bello, Carla ; Bernardes, Juliana ; Bitard-Feildel, Tristan ; Bolzli, Kevin ; Carbone, Alessandra ; Castro, Sofia ; Cedillo, Jonathan ; Chavan, Akash Keluth ; Chen, Xiaoqing ; Cheung, Daisy ; Chiu, Shirley ; Dequeker, Chloé ; Devi, Monika ; Dezem, Felipe S. ; Dotsenko, Valeriia ; Du, Steven ; Faiz, Iqra ; Fleiss, Aubin ; Flores, Denisse ; Forero, Juan Carlos ; Francis, Aaishah ; García, Catalina ; Giang, Dao Phuong ; Greselle, Charlotte ; Haehr, Wolfgang ; Hess-Homeier, David ; Humphries, Elizabeth ; Islam, Sharah ; de Souza Gomes Kehdy, Fernanda ; Khavari, Mahshid ; Kim, Hyung Jun ; KoLoMonaco, Giuseppe ; Kobko-Litskevitch, Nadezhda ; Kozhar, Michael ; Kubota, Nanami ; Kuklin, Andrii ; Lafontaine, Ingrid ; de Lamotte, Gerardo ; Livia, Mayra Arauco ; Loubens, Manon ; Manoir, Dimitri ; Meydan, Cem ; Mignotte, Mathilde ; Moitra, Karobi ; Molinet, Jennifer ; Molomjamts, Orgil-Erdene ; Moreno, Mario ; Munia, Muntaha ; Nakagawa, Mayuko ; Nazario, Bryan ; Noushmehr, Houtan ; O’Hara, Niamh B. ; Ordioni, Nils ; Osuolale, Israel O. ; Osuolale, Oluwatosin M. ; Pineda, Lisbeth ; Pompa-Hogan, Brianna ; Portilla, María Gabriela ; Qing, Tao ; Ratnanandan, Prashanthi ; Read, Timothy D. ; Robertiello, Alessandro ; Rodríguez, Paula ; Rosario, Anyelic ; Roth, Sandra ; Saito, Yoshitaka ; Sato, Seisuke ; Sato, Ryo ; Sayara, Nowshin ; Shaaban, Heba ; Shari, Aliyah ; Silva, Jordana M. ; Souza, Camila ; Sprinsky, Nicolas ; Suganuma, Kiyoshi ; Sullivan, Jill ; Takahashi, Kou ; Thomas, Andrew M. ; Togashi, Takumi ; Vacant, Sophie ; Vann, Laura E. ; Wang, Cindy ; Wong, Yan Ling ; Yeh, George C.</creator><creatorcontrib>Danko, David ; Neches, Russell Y. ; Nikolayeva, Olga ; Chatziefthimiou, Aspassia D. ; Crawford, Robert W. ; Elhaik, Eran ; Jang, Soojin ; Kelly, Frank J. ; Kyrpides, Nikos C. ; Nagarajan, Niranjan ; Semmler, Torsten ; Suzuki, Haruo ; Ugalde, Juan A. ; Vayndorf, Elena M. ; Adel, Ait-hamlat ; Araujo, Luiza F. ; Bello, Carla ; Bernardes, Juliana ; Bitard-Feildel, Tristan ; Bolzli, Kevin ; Carbone, Alessandra ; Castro, Sofia ; Cedillo, Jonathan ; Chavan, Akash Keluth ; Chen, Xiaoqing ; Cheung, Daisy ; Chiu, Shirley ; Dequeker, Chloé ; Devi, Monika ; Dezem, Felipe S. ; Dotsenko, Valeriia ; Du, Steven ; Faiz, Iqra ; Fleiss, Aubin ; Flores, Denisse ; Forero, Juan Carlos ; Francis, Aaishah ; García, Catalina ; Giang, Dao Phuong ; Greselle, Charlotte ; Haehr, Wolfgang ; Hess-Homeier, David ; Humphries, Elizabeth ; Islam, Sharah ; de Souza Gomes Kehdy, Fernanda ; Khavari, Mahshid ; Kim, Hyung Jun ; KoLoMonaco, Giuseppe ; Kobko-Litskevitch, Nadezhda ; Kozhar, Michael ; Kubota, Nanami ; Kuklin, Andrii ; Lafontaine, Ingrid ; de Lamotte, Gerardo ; Livia, Mayra Arauco ; Loubens, Manon ; Manoir, Dimitri ; Meydan, Cem ; Mignotte, Mathilde ; Moitra, Karobi ; Molinet, Jennifer ; Molomjamts, Orgil-Erdene ; Moreno, Mario ; Munia, Muntaha ; Nakagawa, Mayuko ; Nazario, Bryan ; Noushmehr, Houtan ; O’Hara, Niamh B. ; Ordioni, Nils ; Osuolale, Israel O. ; Osuolale, Oluwatosin M. ; Pineda, Lisbeth ; Pompa-Hogan, Brianna ; Portilla, María Gabriela ; Qing, Tao ; Ratnanandan, Prashanthi ; Read, Timothy D. ; Robertiello, Alessandro ; Rodríguez, Paula ; Rosario, Anyelic ; Roth, Sandra ; Saito, Yoshitaka ; Sato, Seisuke ; Sato, Ryo ; Sayara, Nowshin ; Shaaban, Heba ; Shari, Aliyah ; Silva, Jordana M. ; Souza, Camila ; Sprinsky, Nicolas ; Suganuma, Kiyoshi ; Sullivan, Jill ; Takahashi, Kou ; Thomas, Andrew M. ; Togashi, Takumi ; Vacant, Sophie ; Vann, Laura E. ; Wang, Cindy ; Wong, Yan Ling ; Yeh, George C. ; The International MetaSUB Consortium ; International MetaSUB Consortium ; Lawrence Berkeley National Lab. 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These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities. [Display omitted] •Cities possess a consistent “core” set of non-human microbes•Urban microbiomes echo important features of cities and city-life•Antimicrobial resistance genes are widespread in cities•Cities contain many novel bacterial and viral species This systematic, worldwide catalog of urban microbiomes represents a metagenomic atlas important for understanding the ecology, virulence, and antibiotic resistance of city-specific microbial communities.</description><identifier>ISSN: 0092-8674</identifier><identifier>ISSN: 1097-4172</identifier><identifier>EISSN: 1097-4172</identifier><identifier>DOI: 10.1016/j.cell.2021.05.002</identifier><identifier>PMID: 34043940</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>AMR ; antimicrobial resistance ; BASIC BIOLOGICAL SCIENCES ; BGC ; Biodiversity ; Biodiversity and Ecology ; Bioinformatics and Systems Biology ; Bioinformatik och systembiologi ; Biologi ; Biological Sciences ; built Environment ; Databases, Genetic ; de novo assembly ; Drug Resistance, Bacterial - genetics ; Environmental Sciences ; global health ; Humans ; Life Sciences ; Medicin och hälsovetenskap ; metagenome ; Metagenomics ; Microbiology ; Microbiology and Parasitology ; microbiome ; Microbiota - genetics ; Mikrobiologi ; Natural Sciences ; Naturvetenskap ; NGS ; shotgun sequencing ; Urban Population</subject><ispartof>Cell, 2021-06, Vol.184 (13), p.3376-3393.e17</ispartof><rights>2021 The Author(s)</rights><rights>Copyright © 2021 The Author(s). 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(LBNL), Berkeley, CA (United States)</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><title>A global metagenomic map of urban microbiomes and antimicrobial resistance</title><title>Cell</title><addtitle>Cell</addtitle><description>We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, antimicrobial resistance (AMR) markers, and genetic elements, including 10,928 viruses, 1,302 bacteria, 2 archaea, and 838,532 CRISPR arrays not found in reference databases. We identified 4,246 known species of urban microorganisms and a consistent set of 31 species found in 97% of samples that were distinct from human commensal organisms. Profiles of AMR genes varied widely in type and density across cities. Cities showed distinct microbial taxonomic signatures that were driven by climate and geographic differences. These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities. [Display omitted] •Cities possess a consistent “core” set of non-human microbes•Urban microbiomes echo important features of cities and city-life•Antimicrobial resistance genes are widespread in cities•Cities contain many novel bacterial and viral species This systematic, worldwide catalog of urban microbiomes represents a metagenomic atlas important for understanding the ecology, virulence, and antibiotic resistance of city-specific microbial communities.</description><subject>AMR</subject><subject>antimicrobial resistance</subject><subject>BASIC BIOLOGICAL SCIENCES</subject><subject>BGC</subject><subject>Biodiversity</subject><subject>Biodiversity and Ecology</subject><subject>Bioinformatics and Systems Biology</subject><subject>Bioinformatik och systembiologi</subject><subject>Biologi</subject><subject>Biological Sciences</subject><subject>built Environment</subject><subject>Databases, Genetic</subject><subject>de novo assembly</subject><subject>Drug Resistance, Bacterial - genetics</subject><subject>Environmental Sciences</subject><subject>global health</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Medicin och hälsovetenskap</subject><subject>metagenome</subject><subject>Metagenomics</subject><subject>Microbiology</subject><subject>Microbiology and Parasitology</subject><subject>microbiome</subject><subject>Microbiota - genetics</subject><subject>Mikrobiologi</subject><subject>Natural Sciences</subject><subject>Naturvetenskap</subject><subject>NGS</subject><subject>shotgun sequencing</subject><subject>Urban Population</subject><issn>0092-8674</issn><issn>1097-4172</issn><issn>1097-4172</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kl2L1DAUhoso7rj6B7yQ4p3g1Hw2CYgwrK6rDHij3h6SNJ3J2DZD0hnx35va2cUVxotD4OR9zkfyFsVzjCqMcP1mV1nXdRVBBFeIVwiRB8UCIyWWDAvysFggpMhS1oJdFE9S2iGEJOf8cXFBGWJUMbQoPq_KTReM7srejXrjhtB7W_Z6X4a2PESjhzInYjA-9C6VemhyjP6Uy1h0yadRD9Y9LR61ukvu2em8LL5df_h6dbNcf_n46Wq1XlpJ6nGpGiZapFHLmHBGKsGww7pVvMbU1A2lQjUKaSsNbRulrGFG1JI7XitqJKb0sqjmuumn2x8M7KPvdfwFQXtI3cHoOB2QHGBMEZEZUGeBfQwNnPI__BR_QCbyA0vFMrs-y3aHfQ4DczNBEbNSqQxzBkwKBYq0FoRgjtJ8Rdg0yuuz5d777ysIcQPpAFjVWPAsfzfLs7Z3jXXDGHV3f4F7N4PfwiYcQRIqmZr6vZwLhDTmzawfnd3aMAzOjoDzawqhsujVLNr-U_tmtYYphyjlIu93xFlLZm3-_5Sia-8AjGByJexgciVMrgTEIbsyQy_-XuMOubVhFrydBS775uhdnEZ12VONj9OkTfD_q_8b-rbzgQ</recordid><startdate>20210624</startdate><enddate>20210624</enddate><creator>Danko, David</creator><creator>Neches, Russell Y.</creator><creator>Nikolayeva, Olga</creator><creator>Chatziefthimiou, Aspassia D.</creator><creator>Crawford, Robert W.</creator><creator>Elhaik, Eran</creator><creator>Jang, Soojin</creator><creator>Kelly, Frank J.</creator><creator>Kyrpides, Nikos C.</creator><creator>Nagarajan, Niranjan</creator><creator>Semmler, Torsten</creator><creator>Suzuki, Haruo</creator><creator>Ugalde, Juan A.</creator><creator>Vayndorf, Elena M.</creator><creator>Adel, Ait-hamlat</creator><creator>Araujo, Luiza F.</creator><creator>Bello, Carla</creator><creator>Bernardes, Juliana</creator><creator>Bitard-Feildel, Tristan</creator><creator>Bolzli, Kevin</creator><creator>Carbone, Alessandra</creator><creator>Castro, Sofia</creator><creator>Cedillo, Jonathan</creator><creator>Chavan, Akash Keluth</creator><creator>Chen, Xiaoqing</creator><creator>Cheung, Daisy</creator><creator>Chiu, Shirley</creator><creator>Dequeker, Chloé</creator><creator>Devi, Monika</creator><creator>Dezem, Felipe S.</creator><creator>Dotsenko, Valeriia</creator><creator>Du, Steven</creator><creator>Faiz, Iqra</creator><creator>Fleiss, Aubin</creator><creator>Flores, Denisse</creator><creator>Forero, Juan Carlos</creator><creator>Francis, Aaishah</creator><creator>García, Catalina</creator><creator>Giang, Dao Phuong</creator><creator>Greselle, Charlotte</creator><creator>Haehr, Wolfgang</creator><creator>Hess-Homeier, David</creator><creator>Humphries, Elizabeth</creator><creator>Islam, Sharah</creator><creator>de Souza Gomes Kehdy, Fernanda</creator><creator>Khavari, Mahshid</creator><creator>Kim, Hyung Jun</creator><creator>KoLoMonaco, Giuseppe</creator><creator>Kobko-Litskevitch, Nadezhda</creator><creator>Kozhar, Michael</creator><creator>Kubota, Nanami</creator><creator>Kuklin, Andrii</creator><creator>Lafontaine, Ingrid</creator><creator>de Lamotte, Gerardo</creator><creator>Livia, Mayra Arauco</creator><creator>Loubens, Manon</creator><creator>Manoir, Dimitri</creator><creator>Meydan, Cem</creator><creator>Mignotte, 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global metagenomic map of urban microbiomes and antimicrobial resistance</title><author>Danko, David ; Neches, Russell Y. ; Nikolayeva, Olga ; Chatziefthimiou, Aspassia D. ; Crawford, Robert W. ; Elhaik, Eran ; Jang, Soojin ; Kelly, Frank J. ; Kyrpides, Nikos C. ; Nagarajan, Niranjan ; Semmler, Torsten ; Suzuki, Haruo ; Ugalde, Juan A. ; Vayndorf, Elena M. ; Adel, Ait-hamlat ; Araujo, Luiza F. ; Bello, Carla ; Bernardes, Juliana ; Bitard-Feildel, Tristan ; Bolzli, Kevin ; Carbone, Alessandra ; Castro, Sofia ; Cedillo, Jonathan ; Chavan, Akash Keluth ; Chen, Xiaoqing ; Cheung, Daisy ; Chiu, Shirley ; Dequeker, Chloé ; Devi, Monika ; Dezem, Felipe S. ; Dotsenko, Valeriia ; Du, Steven ; Faiz, Iqra ; Fleiss, Aubin ; Flores, Denisse ; Forero, Juan Carlos ; Francis, Aaishah ; García, Catalina ; Giang, Dao Phuong ; Greselle, Charlotte ; Haehr, Wolfgang ; Hess-Homeier, David ; Humphries, Elizabeth ; Islam, Sharah ; de Souza Gomes Kehdy, Fernanda ; Khavari, Mahshid ; Kim, Hyung Jun ; KoLoMonaco, Giuseppe ; Kobko-Litskevitch, Nadezhda ; Kozhar, Michael ; Kubota, Nanami ; Kuklin, Andrii ; Lafontaine, Ingrid ; de Lamotte, Gerardo ; Livia, Mayra Arauco ; Loubens, Manon ; Manoir, Dimitri ; Meydan, Cem ; Mignotte, Mathilde ; Moitra, Karobi ; Molinet, Jennifer ; Molomjamts, Orgil-Erdene ; Moreno, Mario ; Munia, Muntaha ; Nakagawa, Mayuko ; Nazario, Bryan ; Noushmehr, Houtan ; O’Hara, Niamh B. ; Ordioni, Nils ; Osuolale, Israel O. ; Osuolale, Oluwatosin M. ; Pineda, Lisbeth ; Pompa-Hogan, Brianna ; Portilla, María Gabriela ; Qing, Tao ; Ratnanandan, Prashanthi ; Read, Timothy D. ; Robertiello, Alessandro ; Rodríguez, Paula ; Rosario, Anyelic ; Roth, Sandra ; Saito, Yoshitaka ; Sato, Seisuke ; Sato, Ryo ; Sayara, Nowshin ; Shaaban, Heba ; Shari, Aliyah ; Silva, Jordana M. ; Souza, Camila ; Sprinsky, Nicolas ; Suganuma, Kiyoshi ; Sullivan, Jill ; Takahashi, Kou ; Thomas, Andrew M. ; Togashi, Takumi ; Vacant, Sophie ; Vann, Laura E. ; Wang, Cindy ; Wong, Yan Ling ; Yeh, George C.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c826t-9d47f0a0f447eb89741e1af95613b6d3379d90ac8b3fd99cb4b7685e5693b8133</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>AMR</topic><topic>antimicrobial resistance</topic><topic>BASIC BIOLOGICAL SCIENCES</topic><topic>BGC</topic><topic>Biodiversity</topic><topic>Biodiversity and Ecology</topic><topic>Bioinformatics and Systems Biology</topic><topic>Bioinformatik och systembiologi</topic><topic>Biologi</topic><topic>Biological Sciences</topic><topic>built Environment</topic><topic>Databases, Genetic</topic><topic>de novo assembly</topic><topic>Drug Resistance, Bacterial - genetics</topic><topic>Environmental Sciences</topic><topic>global health</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Medicin och hälsovetenskap</topic><topic>metagenome</topic><topic>Metagenomics</topic><topic>Microbiology</topic><topic>Microbiology and Parasitology</topic><topic>microbiome</topic><topic>Microbiota - genetics</topic><topic>Mikrobiologi</topic><topic>Natural Sciences</topic><topic>Naturvetenskap</topic><topic>NGS</topic><topic>shotgun sequencing</topic><topic>Urban Population</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Danko, David</creatorcontrib><creatorcontrib>Neches, Russell Y.</creatorcontrib><creatorcontrib>Nikolayeva, Olga</creatorcontrib><creatorcontrib>Chatziefthimiou, Aspassia D.</creatorcontrib><creatorcontrib>Crawford, Robert W.</creatorcontrib><creatorcontrib>Elhaik, Eran</creatorcontrib><creatorcontrib>Jang, Soojin</creatorcontrib><creatorcontrib>Kelly, Frank J.</creatorcontrib><creatorcontrib>Kyrpides, Nikos C.</creatorcontrib><creatorcontrib>Nagarajan, Niranjan</creatorcontrib><creatorcontrib>Semmler, Torsten</creatorcontrib><creatorcontrib>Suzuki, Haruo</creatorcontrib><creatorcontrib>Ugalde, Juan A.</creatorcontrib><creatorcontrib>Vayndorf, Elena M.</creatorcontrib><creatorcontrib>Adel, Ait-hamlat</creatorcontrib><creatorcontrib>Araujo, Luiza F.</creatorcontrib><creatorcontrib>Bello, Carla</creatorcontrib><creatorcontrib>Bernardes, Juliana</creatorcontrib><creatorcontrib>Bitard-Feildel, Tristan</creatorcontrib><creatorcontrib>Bolzli, Kevin</creatorcontrib><creatorcontrib>Carbone, Alessandra</creatorcontrib><creatorcontrib>Castro, Sofia</creatorcontrib><creatorcontrib>Cedillo, Jonathan</creatorcontrib><creatorcontrib>Chavan, Akash Keluth</creatorcontrib><creatorcontrib>Chen, Xiaoqing</creatorcontrib><creatorcontrib>Cheung, Daisy</creatorcontrib><creatorcontrib>Chiu, Shirley</creatorcontrib><creatorcontrib>Dequeker, Chloé</creatorcontrib><creatorcontrib>Devi, Monika</creatorcontrib><creatorcontrib>Dezem, Felipe S.</creatorcontrib><creatorcontrib>Dotsenko, Valeriia</creatorcontrib><creatorcontrib>Du, Steven</creatorcontrib><creatorcontrib>Faiz, Iqra</creatorcontrib><creatorcontrib>Fleiss, Aubin</creatorcontrib><creatorcontrib>Flores, Denisse</creatorcontrib><creatorcontrib>Forero, Juan Carlos</creatorcontrib><creatorcontrib>Francis, Aaishah</creatorcontrib><creatorcontrib>García, Catalina</creatorcontrib><creatorcontrib>Giang, Dao Phuong</creatorcontrib><creatorcontrib>Greselle, Charlotte</creatorcontrib><creatorcontrib>Haehr, Wolfgang</creatorcontrib><creatorcontrib>Hess-Homeier, David</creatorcontrib><creatorcontrib>Humphries, Elizabeth</creatorcontrib><creatorcontrib>Islam, Sharah</creatorcontrib><creatorcontrib>de Souza Gomes Kehdy, Fernanda</creatorcontrib><creatorcontrib>Khavari, Mahshid</creatorcontrib><creatorcontrib>Kim, Hyung Jun</creatorcontrib><creatorcontrib>KoLoMonaco, Giuseppe</creatorcontrib><creatorcontrib>Kobko-Litskevitch, Nadezhda</creatorcontrib><creatorcontrib>Kozhar, Michael</creatorcontrib><creatorcontrib>Kubota, Nanami</creatorcontrib><creatorcontrib>Kuklin, Andrii</creatorcontrib><creatorcontrib>Lafontaine, Ingrid</creatorcontrib><creatorcontrib>de Lamotte, Gerardo</creatorcontrib><creatorcontrib>Livia, Mayra Arauco</creatorcontrib><creatorcontrib>Loubens, Manon</creatorcontrib><creatorcontrib>Manoir, Dimitri</creatorcontrib><creatorcontrib>Meydan, Cem</creatorcontrib><creatorcontrib>Mignotte, Mathilde</creatorcontrib><creatorcontrib>Moitra, Karobi</creatorcontrib><creatorcontrib>Molinet, Jennifer</creatorcontrib><creatorcontrib>Molomjamts, Orgil-Erdene</creatorcontrib><creatorcontrib>Moreno, Mario</creatorcontrib><creatorcontrib>Munia, Muntaha</creatorcontrib><creatorcontrib>Nakagawa, Mayuko</creatorcontrib><creatorcontrib>Nazario, Bryan</creatorcontrib><creatorcontrib>Noushmehr, Houtan</creatorcontrib><creatorcontrib>O’Hara, Niamh B.</creatorcontrib><creatorcontrib>Ordioni, Nils</creatorcontrib><creatorcontrib>Osuolale, Israel O.</creatorcontrib><creatorcontrib>Osuolale, Oluwatosin M.</creatorcontrib><creatorcontrib>Pineda, Lisbeth</creatorcontrib><creatorcontrib>Pompa-Hogan, Brianna</creatorcontrib><creatorcontrib>Portilla, María Gabriela</creatorcontrib><creatorcontrib>Qing, Tao</creatorcontrib><creatorcontrib>Ratnanandan, Prashanthi</creatorcontrib><creatorcontrib>Read, Timothy D.</creatorcontrib><creatorcontrib>Robertiello, Alessandro</creatorcontrib><creatorcontrib>Rodríguez, Paula</creatorcontrib><creatorcontrib>Rosario, Anyelic</creatorcontrib><creatorcontrib>Roth, Sandra</creatorcontrib><creatorcontrib>Saito, Yoshitaka</creatorcontrib><creatorcontrib>Sato, Seisuke</creatorcontrib><creatorcontrib>Sato, Ryo</creatorcontrib><creatorcontrib>Sayara, Nowshin</creatorcontrib><creatorcontrib>Shaaban, Heba</creatorcontrib><creatorcontrib>Shari, Aliyah</creatorcontrib><creatorcontrib>Silva, Jordana M.</creatorcontrib><creatorcontrib>Souza, Camila</creatorcontrib><creatorcontrib>Sprinsky, Nicolas</creatorcontrib><creatorcontrib>Suganuma, Kiyoshi</creatorcontrib><creatorcontrib>Sullivan, Jill</creatorcontrib><creatorcontrib>Takahashi, Kou</creatorcontrib><creatorcontrib>Thomas, Andrew M.</creatorcontrib><creatorcontrib>Togashi, Takumi</creatorcontrib><creatorcontrib>Vacant, Sophie</creatorcontrib><creatorcontrib>Vann, Laura E.</creatorcontrib><creatorcontrib>Wang, Cindy</creatorcontrib><creatorcontrib>Wong, Yan Ling</creatorcontrib><creatorcontrib>Yeh, George C.</creatorcontrib><creatorcontrib>The International MetaSUB Consortium</creatorcontrib><creatorcontrib>International MetaSUB Consortium</creatorcontrib><creatorcontrib>Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)</creatorcontrib><creatorcontrib>Sveriges lantbruksuniversitet</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><collection>OSTI.GOV - Hybrid</collection><collection>OSTI.GOV</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SWEPUB Stockholms universitet full text</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SWEPUB Stockholms universitet</collection><collection>SwePub Articles full text</collection><collection>SWEPUB Lunds universitet full text</collection><collection>SWEPUB Lunds universitet</collection><jtitle>Cell</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Danko, David</au><au>Neches, Russell Y.</au><au>Nikolayeva, Olga</au><au>Chatziefthimiou, Aspassia D.</au><au>Crawford, Robert W.</au><au>Elhaik, Eran</au><au>Jang, Soojin</au><au>Kelly, Frank J.</au><au>Kyrpides, Nikos C.</au><au>Nagarajan, Niranjan</au><au>Semmler, Torsten</au><au>Suzuki, Haruo</au><au>Ugalde, Juan A.</au><au>Vayndorf, Elena M.</au><au>Adel, Ait-hamlat</au><au>Araujo, Luiza F.</au><au>Bello, Carla</au><au>Bernardes, Juliana</au><au>Bitard-Feildel, Tristan</au><au>Bolzli, Kevin</au><au>Carbone, Alessandra</au><au>Castro, Sofia</au><au>Cedillo, Jonathan</au><au>Chavan, Akash Keluth</au><au>Chen, Xiaoqing</au><au>Cheung, Daisy</au><au>Chiu, Shirley</au><au>Dequeker, Chloé</au><au>Devi, Monika</au><au>Dezem, Felipe S.</au><au>Dotsenko, Valeriia</au><au>Du, Steven</au><au>Faiz, Iqra</au><au>Fleiss, Aubin</au><au>Flores, Denisse</au><au>Forero, Juan Carlos</au><au>Francis, Aaishah</au><au>García, Catalina</au><au>Giang, Dao Phuong</au><au>Greselle, Charlotte</au><au>Haehr, Wolfgang</au><au>Hess-Homeier, David</au><au>Humphries, Elizabeth</au><au>Islam, Sharah</au><au>de Souza Gomes Kehdy, Fernanda</au><au>Khavari, Mahshid</au><au>Kim, Hyung Jun</au><au>KoLoMonaco, Giuseppe</au><au>Kobko-Litskevitch, Nadezhda</au><au>Kozhar, Michael</au><au>Kubota, Nanami</au><au>Kuklin, Andrii</au><au>Lafontaine, Ingrid</au><au>de Lamotte, Gerardo</au><au>Livia, Mayra Arauco</au><au>Loubens, Manon</au><au>Manoir, Dimitri</au><au>Meydan, Cem</au><au>Mignotte, Mathilde</au><au>Moitra, Karobi</au><au>Molinet, Jennifer</au><au>Molomjamts, Orgil-Erdene</au><au>Moreno, Mario</au><au>Munia, Muntaha</au><au>Nakagawa, Mayuko</au><au>Nazario, Bryan</au><au>Noushmehr, Houtan</au><au>O’Hara, Niamh B.</au><au>Ordioni, Nils</au><au>Osuolale, Israel O.</au><au>Osuolale, Oluwatosin M.</au><au>Pineda, Lisbeth</au><au>Pompa-Hogan, Brianna</au><au>Portilla, María Gabriela</au><au>Qing, Tao</au><au>Ratnanandan, Prashanthi</au><au>Read, Timothy D.</au><au>Robertiello, Alessandro</au><au>Rodríguez, Paula</au><au>Rosario, Anyelic</au><au>Roth, Sandra</au><au>Saito, Yoshitaka</au><au>Sato, Seisuke</au><au>Sato, Ryo</au><au>Sayara, Nowshin</au><au>Shaaban, Heba</au><au>Shari, Aliyah</au><au>Silva, Jordana M.</au><au>Souza, Camila</au><au>Sprinsky, Nicolas</au><au>Suganuma, Kiyoshi</au><au>Sullivan, Jill</au><au>Takahashi, Kou</au><au>Thomas, Andrew M.</au><au>Togashi, Takumi</au><au>Vacant, Sophie</au><au>Vann, Laura E.</au><au>Wang, Cindy</au><au>Wong, Yan Ling</au><au>Yeh, George C.</au><aucorp>The International MetaSUB Consortium</aucorp><aucorp>International MetaSUB Consortium</aucorp><aucorp>Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)</aucorp><aucorp>Sveriges lantbruksuniversitet</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A global metagenomic map of urban microbiomes and antimicrobial resistance</atitle><jtitle>Cell</jtitle><addtitle>Cell</addtitle><date>2021-06-24</date><risdate>2021</risdate><volume>184</volume><issue>13</issue><spage>3376</spage><epage>3393.e17</epage><pages>3376-3393.e17</pages><issn>0092-8674</issn><issn>1097-4172</issn><eissn>1097-4172</eissn><notes>AC02-05CH11231</notes><notes>USDOE Office of Science (SC)</notes><notes>These authors contributed equally</notes><notes>Lead contact</notes><abstract>We present a global atlas of 4,728 metagenomic samples from mass-transit systems in 60 cities over 3 years, representing the first systematic, worldwide catalog of the urban microbial ecosystem. This atlas provides an annotated, geospatial profile of microbial strains, functional characteristics, antimicrobial resistance (AMR) markers, and genetic elements, including 10,928 viruses, 1,302 bacteria, 2 archaea, and 838,532 CRISPR arrays not found in reference databases. We identified 4,246 known species of urban microorganisms and a consistent set of 31 species found in 97% of samples that were distinct from human commensal organisms. Profiles of AMR genes varied widely in type and density across cities. Cities showed distinct microbial taxonomic signatures that were driven by climate and geographic differences. These results constitute a high-resolution global metagenomic atlas that enables discovery of organisms and genes, highlights potential public health and forensic applications, and provides a culture-independent view of AMR burden in cities. [Display omitted] •Cities possess a consistent “core” set of non-human microbes•Urban microbiomes echo important features of cities and city-life•Antimicrobial resistance genes are widespread in cities•Cities contain many novel bacterial and viral species This systematic, worldwide catalog of urban microbiomes represents a metagenomic atlas important for understanding the ecology, virulence, and antibiotic resistance of city-specific microbial communities.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>34043940</pmid><doi>10.1016/j.cell.2021.05.002</doi><orcidid>https://orcid.org/0000-0003-0015-8142</orcidid><orcidid>https://orcid.org/0000-0002-7706-0998</orcidid><orcidid>https://orcid.org/0000-0003-4102-2671</orcidid><orcidid>https://orcid.org/0000-0002-7398-9820</orcidid><orcidid>https://orcid.org/0000-0002-2758-0880</orcidid><orcidid>https://orcid.org/0000-0001-9642-0007</orcidid><orcidid>https://orcid.org/0000-0003-3594-0353</orcidid><orcidid>https://orcid.org/0000-0002-7089-9459</orcidid><orcidid>https://orcid.org/0000-0001-8291-7063</orcidid><orcidid>https://orcid.org/0000-0003-2098-5743</orcidid><orcidid>https://orcid.org/0000-0003-1534-3455</orcidid><orcidid>https://orcid.org/0000-0001-5728-1104</orcidid><orcidid>https://orcid.org/0000-0002-6672-1762</orcidid><orcidid>https://orcid.org/0000-0002-2423-3867</orcidid><orcidid>https://orcid.org/0000-0001-5264-8296</orcidid><orcidid>https://orcid.org/0000-0003-1341-4256</orcidid><orcidid>https://orcid.org/0000-0002-9049-2269</orcidid><orcidid>https://orcid.org/0000-0003-2397-7925</orcidid><orcidid>https://orcid.org/0000-0003-1986-5007</orcidid><orcidid>https://orcid.org/0000-0003-4544-8055</orcidid><orcidid>https://orcid.org/0000-0003-4829-0687</orcidid><orcidid>https://orcid.org/0000-0001-5251-7923</orcidid><orcidid>https://orcid.org/0000-0001-5419-5796</orcidid><orcidid>https://orcid.org/0000-0002-3886-0896</orcidid><orcidid>https://orcid.org/0000-0002-2129-5878</orcidid><orcidid>https://orcid.org/0000-0003-2402-5395</orcidid><orcidid>https://orcid.org/0000-0002-3750-6561</orcidid><orcidid>https://orcid.org/0000-0003-4051-8114</orcidid><orcidid>https://orcid.org/0000-0002-4284-3597</orcidid><orcidid>https://orcid.org/0000-0003-2864-5698</orcidid><orcidid>https://orcid.org/0000-0002-2178-0355</orcidid><orcidid>https://orcid.org/0000-0002-9565-743X</orcidid><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0092-8674
ispartof Cell, 2021-06, Vol.184 (13), p.3376-3393.e17
issn 0092-8674
1097-4172
1097-4172
language eng
recordid cdi_swepub_primary_oai_slubar_slu_se_113028
source BACON - Elsevier - GLOBAL_SCIENCEDIRECT-OPENACCESS
subjects AMR
antimicrobial resistance
BASIC BIOLOGICAL SCIENCES
BGC
Biodiversity
Biodiversity and Ecology
Bioinformatics and Systems Biology
Bioinformatik och systembiologi
Biologi
Biological Sciences
built Environment
Databases, Genetic
de novo assembly
Drug Resistance, Bacterial - genetics
Environmental Sciences
global health
Humans
Life Sciences
Medicin och hälsovetenskap
metagenome
Metagenomics
Microbiology
Microbiology and Parasitology
microbiome
Microbiota - genetics
Mikrobiologi
Natural Sciences
Naturvetenskap
NGS
shotgun sequencing
Urban Population
title A global metagenomic map of urban microbiomes and antimicrobial resistance
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