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A global metagenomic map of urban microbiomes and antimicrobial resistance

Authors :
Nadine Farhat
Tomoki Takeda
Astred Castro
Ken McGrath
Khaliun Sanchir
Iman Hajirasouliha
Eunice So
Laraib Zafar
Diana N. Nunes
Harun Mustafa
Amy Zhang
Priscilla Lisboa
Christian Schori
Marisano James
Jasna Chalangal
Sebastien Halary
Shahryar Rana
Yunmi Lee
Oli Schacher
Liliana Godoy
David A. Coil
Phanthira Pugdeethosal
Michelle D. Williams
German Marchandon
Angela Cantillo
Naoya Takahashi
Christopher Mozsary
Juana Gonzalez
Patrick K. H. Lee
Gerardo de Lamotte
Alessandro Robertiello
Steven Du
Fabienne Velter
Stefan G. Stark
Miguel Carbajo
Vincent Matthys
David A. Westfall
Julia Boeri
Irène Mauricette Mendy
Jonathan Cedillo
Francesco Oteri
Robert W. Crawford
Takayuki Ito
Tina Wunderlin
Maureen Muscat
David Paez-Espino
Carmen Urgiles
Aida Nesimi
Steffen Schaaf
Adan Ramirez-Rojas
Kunihiko Miyake
Christopher E. Mason
Anais Cardenas
Sharah Islam
Diego Benítez
Melissa Pool Pizzi
Kianna Ciaramella
Ciro Borrelli
Riham Islam
Dorottya Nagy-Szakal
Abd-Manaaf Bakere
Ait-hamlat Adel
Olha Lakhneko
Badamnyambuu Iderzorig
Ana Valeria Castro
Adam Phillips
Robert A. Petit
Flavia Corsi
Romain Conte
Krista Ryon
Soojin Jang
Joseph Benson
Fernanda de Souza Gomes Kehdy
Cindy Wang
Nicole Mathews
Jenn-Wei Chen
Rachel Paras
Paulina Pastuszek
Abigail Lyons
Paul Roldán
Muntaha Munia
Pierre Nicolas
Cassie L. Ettinger
Kyrylo Pyrshev
Katterinne N. Mendez
Eduardo Castro-Nallar
Valeriia Dotsenko
Michelle Tuz
Krizzy Mallari
Eileen Png
Yuya Sonohara
Tanja Miketic
Stéphane Delmas
Shu Zhang
Masaki Sato
Yuanting Zheng
Jifeng Zhu
Roland Häusler
Lucie Bittner
Savlatjon Rahmatulloev
Jonathan Foox
Bruno D'Alessandro
Alketa Plaku
Faisal Alquaddoomi
Yang Zhang
Kern Rei Chng
Juliana Lago
Allaeddine Chettouh
Tamera Henry
Houtan Noushmehr
Tranette Gregory
Sara Abdul Majid
Frank J. Kelly
Benjamin Pulatov
Laurie Casalot
Takema Kajita
Lennard Epping
Thais Fernanda Bartelli
Eftar Moniruzzaman
Renee Vivancos-Koopman
Thirumalaisamy P. Velavan
Tracy W. Liu
Yelyzaveta Tymoshenko
Alma Plaku
Nika Gurianova
Ambar Mendez
Anna Tomaselli
Sonia Dorado
Donato Giovannelli
Hira Choudhry
Synti Ng
Sheelta S. Kumar
Jennifer Q. Lu
Weijun Liang
Ellen Koag
Dennis Gankin
Maria João Amorim
Gwenola Simon
Kiyoshi Suganuma
Mikhail Karasikov
Christos A. Ouzounis
Madelyn May
Eran Elhaik
Stephan Ossowski
Kevin Bolzli
Matthew Arthur
Yuya Oto
Jananan Pathmanathan
Salah Mahmoud
Kou Takahashi
Brunna Marques
Kelly French
Felipe Sepúlveda
Shusei Yoshikawa
Paulo Thiago de Souza Santos
Andrew N. Gray
Juliana S Bernardes
Felipe Segato
Björn Brindefalk
George C. Yeh
Jhovana L. Velasco Flores
Jill Sullivan
Silva Baburyan
Denisse Flores
Russell Y. Neches
Sabrina Persaud
Rasheena Wright
Takumi Togashi
Verónica Antelo
Nao Kato
Skye Felice
Tatjana Mustac
Daisy Donnellan
Katerine Carrillo
Anna Litskevitch
Catalina García
Sota Ito
Naya Eady
Andrew Wan
Irene Meng
Sophie Guasco
Danilo Ercolini
Francesca De Filippis
Vincent Lemaire
Luice Fan
Lothar H. Wieler
Mariia Rybak
Jorge Sanchez
Jonathan S. Gootenberg
Itsuki Tomita
Maritza S Mosella
Laura Garcia
Natalka Makogon
Daisy Cheung
Hitler Francois Vasquez Arevalo
Freddy Asenjo
Gabriela P. Branco
Erika Cifuentes
Chloé Dequeker
Aspassia D. Chatziefthimiou
Alexis Terrero
Roy Meoded
Isabelle de Oliveira Moraes
Shaleni K. Singh
Orgil-Erdene Molomjamts
Karishma Miah
Laurent David
Wolfgang Haehr
Dao Phuong Giang
Romain Lannes
Prashanthi Ratnanandan
Ryota Yamanaka
Riccardo Vicedomini
Sadaf Ayaz
Oluwatosin M. Osuolale
Laura E. Vann
Gregory Chem
Andrea Gonzalez
Aszia Burrell
Ariel Chernomoretz
Sakura Ishizuka
Michelle Rivera
Avigdor Nosrati
Michelle B. Chen
Juliette Auvinet
Nils Ordioni
Tomoro Warashina
Guillaume Blanc
Tomislav Ivankovic
Christina Black
Lauren E. Hittle
David Hess-Homeier
Michael Kozhar
Hamood Suliman
Karobi Moitra
Saher Rahiel
Spyridon Gkotzis
Jenny Arevalo
Shaikh B. Iqbal
Beth Mutai
Mohammed Mohsin
Scott Tighe
Sylvie Collin
Yoshitaka Saito
Wayne Menary
Youping Deng
Lucy Lee
Esmeralda Jiminez
Ayuki Watanabe
Nikos C. Kyrpides
Natasha Mohan
Angelika Pupiec
Dedan Githae
Simone Cawthorne
Jonathan A. Eisen
Tomoki Iwashiro
Chiaki Homma
Thomas Saw Aung
Laura Molina
Marcus H. Y. Leung
Ophélie Da Silva
Yan Ling Wong
Hosna Noorzi
Mario Moreno
Alina Butova
Leming Shi
Brian W. Wong
Sarah S. Jackson
Moses Lin
Annabelle Meagher
Pujita Das
Catherine Burke
Mitsuki Ota
Maria Domenica Moccia
Nicolas Sprinsky
Catherine E. Pugh
David C. Green
Fazlina Fauzi
Erdenetsetseg Batdelger
Annie Geiger
Valeria Ventorino
Tolulope Oluwadare
Delisia Cuebas
Catalina Truong
Leonardo Posada
Michael Angelov
Tathiane M. Malta
Amanda Ng
Francesca Nadalin
Arya Hawkins-Zafarnia
Yuh Shiwa
Athena Mitsios
Milton Ozório Moraes
Manolo Laiola
Kalyn Ali
Jaden J.A. Hastings
Ikuto Saito
Maheen Shakil
Chisato Suzuki
Elena M. Vayndorf
Hubert Rehrauer
Ajay Menon
Kaitlan Russell
Aliyah Shari
Rebecca Smith
Gregorio Iraola
Max Priestman
Alan Briones
Silver A. Wolf
Camila Gonzalez-Poblete
Eleonora De Lazzari
Shirley Chiu
Michelle Ki
Irene Hoxie
Marianne Jaubert
Ayantu Jinfessa
Ryan J. King
Nghiem Xuan Hoan
Jalia Bynoe
Jacob Friedman
Aneisa Ramcharan
Pablo Fresia
Cristina Muñoz
Muhammad Afaq
Anyi Tang
Médine Benchouaia
Isabella Kuniko T. Takenaka
Anastasia Chasapi
Areeg Naeem
Hannah Benisty
Cecilia N. Cossio
Nathalie Hüsser
Mahfuza Sabina
Thais S. Sabedot
JoAnn Jacobs
Camila P. E. de Souza
Manuela Oliveira
Jean-Pierre Bouly
Mariko Usui
Wilson Miranda
Natalia Marciniak
Hiram Caballero
Samuel Weekes
Alexandra B. Graf
Emily Leong
Tatyana Nikolayeva
Dominique Thomas
Charlotte Greselle
Cecilia Salazar
Sreya Ray Chaudhuri
Kevin Becher
Sandra Roth
Ryusei Miura
Kari Oline Bøifot
Dimitri Manoir
Oliver Toth
Chandrima Bhattacharya
Manuel Perez
Isha Lamba
Takafumi Tsurumaki
Timothy D. Read
Anna-Lena M. Schinke
Ryan Sankar
Le Huu Song
Narasimha Rao Nedunuri
Emmanuel Dias-Neto
Ana Flávia Costa
Adiell Melamed
Christelle Desnues
Natalie R. Davidson
Aaron E. Darling
Hyung Jun Kim
Josephine Galipon
Jacqueline Orrego
Dimitar Vassilev
Michael Huber
Nur Hazlin Hazrin-Chong
Gaston H. Gonnet
Kaymisha Knights
Osman U. Sezerman
Dmitry Meleshko
Eunice Thambiraja
Jingcheng Yang
Aubin Fleiss
Gloria Nguyen
Katelyn Jackson
Nuria Aventin
Stephanie L. Hyland
Andrea Hässig
Catharine Aquino
Simona Lysakova
Israel O. Osuolale
Kasia Sluzek
Rania Siam
Alina Frolova
Samuel Hernandez
Yui Him Lo
Bazartseren Boldgiv
Ben Young
Maryna Korshevniuk
Majelia Ampadu
Yuk Man Tang
Amanda L. Muehlbauer
Sade Thomas
Gabriel Figueroa
Alexis Rivera
Lisbeth Pineda
Alexandra Dutan
Jennifer M. Tran
Chris K. Deng
Vedbar S. Khadka
Paola Florez de Sessions
Elizabeth Humphries
Hugues Richard
Hiba Naveed
Nora C. Toussaint
Mahshid Khavari
Maria del Mar Vivanco Ruiz
Antonin Thiébaut
Nicolás Rascovan
Marius Dybwad
Orhan Özcan
Lawrence Kwong
David Danko
Shaira Khan
Andrea Tassinari
Silvia Beurmann
Tsoi Ying Lai
Nanami Kubota
Tieliu Shi
Diana Chicas
Evan E. Afshin
Hirokazu Yano
Jonas Krebs
Mayuko Nakagawa
Hyun Jung Lee
Irene González Navarrete
Rachid Ounit
Lucia E. Alvarado-Arnez
Masaki Nasu
Allison Chan
Harilanto Andrianjakarivony
Jennifer Amachee
Mahdi Taye
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Kathryn O’Brien
Shino Ishikawa
Tristan Bitard-Feildel
Sora Takagi
Felix Hartkopf
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Marcos A. S. Fonseca
Subhamitra Pakrashi
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Eva Hell
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Naimah Munim
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Mizuki Igarashi
Brianna Pompa-Hogan
Alessandra Carbone
Anne-Sophie Benoiston
Eric Helfrich
Michael A. Suarez-Villamil
Omar O. Abudayyeh
Natasha Abdullah
Jaime J. Fuentes
Juan Carlos Forero
Tetiana Yeskova
Denis Bertrand
Sambhawa Priya
Denisse Maldonado
Agier Nicolas
Ana Valeria B Castro
Starr Chatziefthimiou
André Kahles
Aaishah Francis
Fernanda Arredondo
Emilio Tarcitano
Irvind Buttar
Alex Alexiev
Jennifer Molinet
Sarah Shalaby
Itunu A. Oluwadare
Jason Sperry
Katrin Bakhl
Ana M. Cañas
Sofia Ahsanuddin
Miar Elaskandrany
Elodie Laine
Sven Bönigk
Johannes Werner
Stephen Eduard Boja Ruiz
Gargi Dayama
Paulina Buczansla
Brandon Valentine
Bharath Prithiviraj
Toni Bode
Stas Zubenko
Jake Cohen
Guilllaume Jospin
Zulena Saravi
Per O. Ljungdahl
Inderjit Kaur
Mauricio Moldes
Giuseppe KoLoMonaco
Denise Syndercombe Court
Sonia Bouchard
Sonia Losim
Sookwon Moon
Heba Shaaban
Suraj Patel
Sibo Zhu
Sarh Aly
Arif Asyraf Md Supie
LaShonda Dorsey
Juan Guerra
François Baudon
Rantimi A. Olawoyin
Alexia Bordigoni
Iqra Faiz
Mathilde Garcia
Gabriella Mason-Buck
María Gabriela Portilla
Niranjan Nagarajan
Fumie Takahara
Nancy Merino
Watson Andrew
Gina Kim
Yuma Sato
Hyenah Shim
Marie-Laure Jerier
Affifah Saadah Ahmad Kassim
Katerina Kuchin
Daniel Butler
Paweł P. Łabaj
Nadezhda Kobko-Litskevitch
Emmanuel F. Mongodin
Yuto Togashi
Paula Rodríguez
Pilar Lopez Hernandez
Xiaoqing Chen
Maria A. Sierra
Olga Nikolayeva
Manon Loubens
Colleen Conger
Hikaru Shirahata
Chenhao Li
Timothy Donahoe
Youngja Park
Lucia Elena Alvarado Arnez
Salama Chaker
Francisco Chavez
Alessandra Breschi
Jorge L. Sanchez
Kaung Myat San
Nayra Aguilar Rojas
Marcos Abraao
Kai Sasaki
Bryan Nazario
Olena Yemets
Klas I. Udekwu
Lynn M. Schriml
Anisia Peters
Aliaksei Holik
Mark Hernandez
Emile Faure
Malay Bhattacharyya
Josef W. Moser
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Kannan Rajendran
Gabriela E. Albuquerque
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Alexandre Desert
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O. Osuolale
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Torsten Semmler
Stefan I. Tsonev
Abdollahi Nika
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Monika Devi
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Oasima Muner
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Anyelic Rosario
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Daniela Bezdan
Antonietta La Storia
Juan P. Escalera-Antezana
Nuno Rufino de Sousa
Samuel M. Gerner
Weill Cornell Medicine [New York]
Icahn School of Medicine at Mount Sinai [New York] (MSSM)
Genome Institute of Singapore (GIS)
Centre for Genomic Regulation [Barcelona] (CRG)
Universitat Pompeu Fabra [Barcelona] (UPF)-Centro Nacional de Analisis Genomico [Barcelona] (CNAG)
Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology [Zürich] (ETH Zürich)
Lawrence Berkeley National Laboratory [Berkeley] (LBNL)
AUTRES
Massachusetts Institute of Technology (MIT)
Indian Statistical Institute [Kolkata]
University of Minnesota System
Universidad Andrés Bello [Santiago] (UNAB)
California State University [Sacramento]
University of Naples Federico II
University of Hawaii
Institut méditerranéen d'océanologie (MIO)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Université de Toulon (UTLN)
Medical Genomics Group
University College of London [London] (UCL)-UCL Cancer Institute
Norwegian Defence Research Establishment (FFI)
Lund University [Lund]
Institute of Molecular Biology and Genetics of National Academy of Sciences of Ukraine
University of Vienna [Vienna]
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Paléogénomique microbienne - Microbial paleogenomics
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Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut de Biologie Paris Seine (IBPS)
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Weill Cornell Medicine [Cornell University]
Cornell University [New York]
University of Naples Federico II = Università degli studi di Napoli Federico II
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)
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Universidade de São Paulo = University of São Paulo (USP)
Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)
Софийски университет = Sofia University
Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS)
Universidad Andrés Bello - UNAB (CHILE)
Acibadem University Dspace
Danko, D.
Bezdan, D.
Afshin, E. E.
Ahsanuddin, S.
Bhattacharya, C.
Butler, D. J.
Chng, K. R.
Donnellan, D.
Hecht, J.
Jackson, K.
Kuchin, K.
Karasikov, M.
Lyons, A.
Mak, L.
Meleshko, D.
Mustafa, H.
Mutai, B.
Neches, R. Y.
Ng, A.
Nikolayeva, O.
Nikolayeva, T.
Png, E.
Ryon, K. A.
Sanchez, J. L.
Shaaban, H.
Sierra, M. A.
Thomas, D.
Young, B.
Abudayyeh, O. O.
Alicea, J.
Bhattacharyya, M.
Blekhman, R.
Castro-Nallar, E.
Canas, A. M.
Chatziefthimiou, A. D.
Crawford, R. W.
De Filippis, F.
Deng, Y.
Desnues, C.
Dias-Neto, E.
Dybwad, M.
Elhaik, E.
Ercolini, D.
Frolova, A.
Gankin, D.
Gootenberg, J. S.
Graf, A. B.
Green, D. C.
Hajirasouliha, I.
Hastings, J. J. A.
Hernandez, M.
Iraola, G.
Jang, S.
Kahles, A.
Kelly, F. J.
Knights, K.
Kyrpides, N. C.
Labaj, P. P.
Lee, P. K. H.
Leung, M. H. Y.
Ljungdahl, P. O.
Mason-Buck, G.
Mcgrath, K.
Meydan, C.
Mongodin, E. F.
Moraes, M. O.
Nagarajan, N.
Nieto-Caballero, M.
Noushmehr, H.
Oliveira, M.
Ossowski, S.
Osuolale, O. O.
Ozcan, O.
Paez-Espino, D.
Rascovan, N.
Richard, H.
Ratsch, G.
Schriml, L. M.
Semmler, T.
Sezerman, O. U.
Shi, L.
Shi, T.
Siam, R.
Song, L. H.
Suzuki, H.
Court, D. S.
Tighe, S. W.
Tong, X.
Udekwu, K. I.
Ugalde, J. A.
Valentine, B.
Vassilev, D. I.
Vayndorf, E. M.
Velavan, T. P.
Wu, J.
Zambrano, M. M.
Zhu, J.
Zhu, S.
Mason, C. E.
Abdullah, N.
Abraao, M.
Adel, A. -H.
Afaq, M.
Al-Quaddoomi, F. S.
Alam, I.
Albuquerque, G. E.
Alexiev, A.
Ali, K.
Alvarado-Arnez, L. E.
Aly, S.
Amachee, J.
Amorim, M. G.
Ampadu, M.
Amran, M. A. -F.
An, N.
Andrew, W.
Andrianjakarivony, H.
Angelov, M.
Antelo, V.
Aquino, C.
Aranguren, A.
Araujo, L. F.
Vasquez Arevalo, H. F.
Arevalo, J.
Arnan, C.
Alvarado Arnez, L. E.
Arredondo, F.
Arthur, M.
Asenjo, F.
Aung, T. S.
Auvinet, J.
Aventin, N.
Ayaz, S.
Baburyan, S.
Bakere, A. -M.
Bakhl, K.
Bartelli, T. F.
Batdelger, E.
Baudon, F.
Becher, K.
Bello, C.
Benchouaia, M.
Benisty, H.
Benoiston, A. -S.
Benson, J.
Benitez, D.
Bernardes, J.
Bertrand, D.
Beurmann, S.
Bitard-Feildel, T.
Bittner, L.
Black, C.
Blanc, G.
Blyther, B.
Bode, T.
Boeri, J.
Boldgiv, B.
Bolzli, K.
Bordigoni, A.
Borrelli, C.
Bouchard, S.
Bouly, J. -P.
Boyd, A.
Branco, G. P.
Breschi, A.
Brindefalk, B.
Brion, C.
Briones, A.
Buczansla, P.
Burke, C. M.
Burrell, A.
Butova, A.
Buttar, I.
Bynoe, J.
Bonigk, S.
Boifot, K. O.
Caballero, H.
Cai, X. W.
Calderon, D.
Cantillo, A.
Carbajo, M.
Carbone, A.
Cardenas, A.
Carrillo, K.
Casalot, L.
Castro, S.
Castro, A. V.
Castro, A.
Castro, A. V. B.
Cawthorne, S.
Cedillo, J.
Chaker, S.
Chalangal, J.
Chan, A.
Chasapi, A. I.
Chatziefthimiou, S.
Chaudhuri, S. R.
Chavan, A. K.
Chavez, F.
Chem, G.
Chen, X.
Chen, M.
Chen, J. -W.
Chernomoretz, A.
Chettouh, A.
Cheung, D.
Chicas, D.
Chiu, S.
Choudhry, H.
Chrispin, C.
Ciaramella, K.
Cifuentes, E.
Cohen, J.
Coil, D. A.
Collin, S.
Conger, C.
Conte, R.
Corsi, F.
Cossio, C. N.
Costa, A. F.
Cuebas, D.
D'Alessandro, B.
Dahlhausen, K. E.
Darling, A. E.
Das, P.
Davenport, L. B.
David, L.
Davidson, N. R.
Dayama, G.
Delmas, S.
Deng, C. K.
Dequeker, C.
Desert, A.
Devi, M.
Dezem, F. S.
Dias, C. N.
Donahoe, T. R.
Dorado, S.
Dorsey, L.
Dotsenko, V.
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Source :
Cell, Cell, Elsevier, 2021, 184 (13), pp.3376-3393.e17. ⟨10.1016/j.cell.2021.05.002⟩, Cell, 2021, 184 (13), pp.3376-3393.e17. ⟨10.1016/j.cell.2021.05.002⟩, Cell, vol 184, iss 13, Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP, Cell, 184 (13), 3393.e17
Publication Year :
2021
Publisher :
HAL CCSD, 2021.

Abstract

Summary 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.<br />Graphical abstract<br />Highlights • 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<br />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.

Details

Language :
English
ISSN :
00928674 and 10974172
Database :
OpenAIRE
Journal :
Cell, Cell, Elsevier, 2021, 184 (13), pp.3376-3393.e17. ⟨10.1016/j.cell.2021.05.002⟩, Cell, 2021, 184 (13), pp.3376-3393.e17. ⟨10.1016/j.cell.2021.05.002⟩, Cell, vol 184, iss 13, Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual), Universidade de São Paulo (USP), instacron:USP, Cell, 184 (13), 3393.e17
Accession number :
edsair.doi.dedup.....29abfb174ea402a195a4d34b4ef2d645
Full Text :
https://doi.org/10.1016/j.cell.2021.05.002⟩