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A global metagenomic map of urban microbiomes and antimicrobial resistance
Danko Weill Cornell Medicine, New York, NY, United States|
Stas (57212873428) | Yuanting (16025868500); Zubenko | Amy (57222078801); Zheng | Shu (57224831349); Zhang | Yang (57221364155); Zhang | Laraib (57224827410); Zhang | Shusei (57224811981); Zafar | Tetiana (57224829212); Yoshikawa | Olena (57224805934); Yeskova | George C. (57224816680); Yemets | Hirokazu (12808867000); Yeh | Jingcheng (57224814099); Yano | Ryota (57224816083); Yang | Tina (57500891600); Yamanaka | Rasheena (57224831838); Wunderlin | Tyler (57224833019); Wright | Yan Ling (57224814768); Wong | Brian (57224826375); Wong | Silver A. (57200415078); Wong | Michelle (57224823088); Wolf | Lothar H. (7003828429); Williams | David (57211288587); Wieler | Johannes (57222604683); Westfall | Samuel (57224807828); Werner | Ayuki (57224814185); Weekes | Tomoro (57217533432); Watanabe | Cindy (57224822451); Warashina | Andrew (57224813853); Wang | Renee (57224805725); Wan | Sierra (57224816276); Vivancos-Koopman | Michael A. (57224829605); Vincent | Riccardo (55736013300); Suarez-Villamil | Patricia (57188963364); Vicedomini | Valeria (14036378200); Vera-Wolf | Fabienne (57224810507); Ventorino | Laura E. (57190729041); Velter | Sophie (57224816440); Vann | Mariko (57224814965); Vacant | Carmen (57224811433); Usui | Yelyzaveta (57224827291); Urgiles | Michelle (57225259507); Tymoshenko | Takafumi (57224808424); Tuz | Kazutoshi (57224814059); Tsurumaki | Stefan I. (57224830939); Tsuda | Catalina (57224832768); Tsonev | Jennifer M. (57224816629); Truong | Nora C. (57198260959); Tran | Oliver (57224813437); Toussaint | Itsuki (57224818054); Toth | Masaru (55552897900); Tomita | Anna (57224806710); Tomita | Takumi (57224827421); Tomaselli | Yuto (57224827041); Togashi | Andrew M. (56384767900); Togashi | Sade (57224830763); Thomas | Antonin (57224828066); Thomas | Eunice (57221568381); Thiébaut | Alexis (57224820763); Thambiraja | Mahdi (57224817113); Terrero | Andrea (57224830244); Taye | Emilio (57140709200); Tassinari | Yuk (57224815050); Tarcitano | Anyi (57224809083); Man Tang | Soma (57224827769); Tang | Isabella K. (56677465300); Tanaka | Tomoki (57224824400); Takenaka | Kou (57224820569); Takeda | Naoya (57224808563); Takahashi | Fumie (57224823355); Takahashi | Sora (57224813093); Takahara | Chisato (57204422998); Takagi | Arif Asyraf Md (57224824880); Suzuki | Jill (57224827364); Supie | Hamood (57224807200); Sullivan | Kiyoshi (57224824928); Suliman | Antonietta (9734924500); Suganuma | Stefan G. (57224810335); La Storia | Nicolas (57224825830); Stark | Jason (57224830830); Sprinsky | Camila (57224812371); Sperry | Nuno (57213172577); Souza | Yuya (57224817042); Rufino de Sousa | Núria (57204948554); Sonohara | Eunice (57224809297); Andreu Somavilla | Rebecca (57224813156); So | Kasia (57189105364); Smith | Shaleni K. (57217290266); Sluzek | Gwenola (57197293841); Singh | Jordana M. (57224832587); Simon | Ophélie (57529747300); Silva | Yuh (36953356500); Da Silva | Hikaru (57224812097); Shiwa | Hyenah (57224818495); Shirahata | Aliyah (57224832269); Shim | Sarah (57225431076); Shari | Maheen (57224812844); Shalaby | Juan C. (57224830510); Shakil | Paola F. (18436413300); Severyn | Marianna S. (55791453800); De Sessions | Felipe (57224825481); Serpa | Felipe (57224810798); Sepulveda | Jason R. (57224807045); Segato | Christian (56562883100); Schriml | Ralph (6602908115); Schori | Anna-Lena M. (57215421697); Schlapbach | Oli (57224818283); Schinke | Steffen (57224818441); Schacher | Nowshin (57224812562); Schaaf | Kaisei (57224831401); Sayara | Ryo (57224826694); Sato | Seisuke (57224831568); Sato | Masaki (57224811395); Sato | Yuma (57224825302); Sato | Kai (57224808199); Sato | Zulena (57224824410); Sasaki | Paulo Thiago (57189682060); Saravi | Ryan (57224820942); de Souza Santos | Khaliun (57224814006); Sankar | Kaung Myat (57222612989); Sanchir | Cecilia (57216763613); San | Gustavo Adolfo (57224813533); Salazar | Yoshitaka (57224814814); Malca Salas | Ikuto (57224815864); Saito | Mahfuza (57224806416); Saito | Thais S. (57216109693); Sabina | Mariia (55969458000); Sabedot | Kaitlan (57224809723); Rybak | Stephen Eduard (57224827557); Russell | Maria (57224807182); Boja Ruiz | Sandra (57224805279); Ruiz | Anyelic (57224825002); Roth | Paul (57224813219); Rosario | Nayra Aguilar (57224829045); Roldán | Paula (57206136109); Rojas | Courtney (57225770659); Rodríguez | Alessandro (6603240662); Robinson | Michelle (57224824548); Robertiello | Alexis (57224825465); Rivera | Renee (57224831059); Rivera | Hubert (6602545134); Richer | Timothy D. (7006457924); Rehrauer | Prashanthi (57224810826); Read | Shahryar (57224814174); Ratnanandan | Adan (57207735717); Rana | Aneisa (57224824184); Ramirez-Rojas | Kannan (57224832423); Ramcharan | Savlatjon (57219821310); Rajendran | Saher (57221458587); Rahmatulloev | Tao (57224826148); Rahiel | Kyrylo (56540029800); Qing | Angelika (57224827312); Pyrshev | Benjamin (57224815216); Pupiec | Catherine E. (57224812985); Pulatov | Phanthira (57224829783); Pugh | Sambhawa (57209132896); Pugdeethosal | Bharath (48061338200); Priya | Max (56411883400); Prithiviraj | Leonardo (56439765800); Priestman | María Gabriela (57224809315); Posada | Brianna (57224827874); Portilla | Alketa (57224818906); Pompa-Hogan | Alma (57224818907); Plaku | Melissa P. (57224818152); Plaku | Lisbeth (57224827265); Pizzi | Adam (57224812902); Pineda | Anisia (57224810253); Phillips | Sabrina (57224823886); Peters | Ante (57224825130); Persaud | Manuel (57224826875); Peros | Andrea (14036168000); Perez | Jananan (57190686166); Patrignani | Suraj (57224816667); Pathmanathan | Paulina (57212550248); Patel | Young-Ja (57224808099); Pastuszek | Coral (57193789030); Park | Rachel (57224816831); Pardo-Este | Subhamitra (57224817983); Paras | Christos A. (7005683039); Pakrashi | Rachid (56473674200); Ouzounis | Yuya (57224806349); Ounit | Francesco (24767180500); Oto | Mitsuki (57224817071); Oteri | Oluwatosin M. (57224810338); Ota | Israel O. (57224823229); Osuolale | Princess (57224810228); Osuolale | Melissa (57224813644); Osma | Jacqueline (57224829538); Ortega | Jenessa (57224828485); Orrego | Nils (57224810819); Orpilla | Itunu A. (57224807996); Ordioni | Tolulope (57224825633); Oluwadare | Kiara (57224806691); Oluwadare | Javier Quilez (57212061926); Olmeda | Rantimi A. (57224831502); Oliete | Gabriella (57224830631); Olawoyin | Niamh B. (57031682900); Oken | Kathryn (57224833420); O'Hara | Diana N. (7004634802); O'Brien | Avigdor (57224810762); Nunes | Hosna (57224805993); Nosrati | Abdollahi (57224820576); Noorzi | Pierre (57224815303); Nika | Agier (57224822922); Nicolas | Elsy (55925941500); Nicolas | Gloria (57224808162); Ngwa | Synti (57224826037); Nguyen | Wan Chiew (57224812777); Ng | Aida (57224813170); Ng | Thomas (57224823627); Nesimi | Narasimha Rao (57215276430); Neff | Bryan (57224820631); Nedunuri | Hiba (57224831333); Nazario | Irene González (57224830621); Naveed | Masaki (57219171721); Navarrete | Ashanti (57224821706); Nasu | Mayuko (57224812553); Narce | Dorottya (35368772300); Nakagawa | Areeg (57224809540); Nagy-Szakal | Francesca (55489428100); Naeem | Cristina (57224833545); Nadalin | Tatjana (57211494832); Muñoz | Maureen (57224824844); Mustac | Naimah (57224813478); Muscat | Muntaha (57224820024); Munim | Oasima (57224818130); Munia | Amanda L. (57193961867); Muner | Christopher (57220604383); Muehlbauer | Josef W. (57224831266); Mozsary | Maritza S. (57235297500); Moser | Mario (57224819221); Mosella | Isabelle (57224821856); Moreno | Sookwon (57224807922); de Oliveira Moraes | Eftar (57224827390); Moon | Orgil-Erdene (57224821609); Moniruzzaman | Jennifer (57194469907); Molomjamts | Laura (57224833214); Molinet | Mauricio (57224810308); Molina | Karobi (12753500200); Moldes | Mohammed (57224824574); Moitra | Natasha (57224829582); Mohsin | Maria D. (57224819420); Mohan | Kunihiko (57224808926); Moccia | Ryusei (57224825258); Miyake | Athena (57224811411); Miura | Wilson (57224819275); Mitsios | Tanja (57211122176); Miranda | Mathilde (57224825863); Miketic | Karishma (35080818300); Mignotte | Nancy (57191155419); Miah | Roy (57194767061); Merino | Mark (36176310100); Meoded | Ajay (57224811054); Menor | Irene (57224809292); Menon | Irène Mauricette (57224816656); Meng | Ambar (57224823038); Mendy | Katterinne N. (57195627323); Mendez | Wayne (57220305647); Mendez | Adiell (57224812226); Menary | Annabelle (57224826543); Melamed | Elias (57204687469); Meagher | Madelyn (57224827341); McComb | Vincent (57210714731); May | Yuri (57224826328); Matthys | Nicole (57224816450); Matsuzaki | Brunna (57225681568); Mathews | Sonia (57724116500); Marques | Natalia (57895794900); Marinovic | German (57203961477); Marciniak | Dimitri (57224827152); Marchandon | Maliha (57224826892); Manoir | Tathiane M. (23980225300); Mamun | Krizzy (57224808024); Malta | Denisse (57224827503); Mallari | Natalka (57192819140); Maldonado | Sara Abdul (57224809647); Makogon | Salah (57224820575); Majid | Simona (57224814045); Mahmoud | Olexandr (57224805442); Lysakova | Jennifer (57226095359); Lykhenko | Manon (57219385276); Lu | Sonia (57224818095); Loubens | Yui Him (57224811594); Losim | Mayra Arauco (56367298000); Lo | Tracy (57224831992); Livia | Eric Minwei (35215665800); Liu | Anna (57209339247); Liu | Priscilla (57224807592); Litskevitch | Moses (57224823386); Lisboa | Weijun (57224826987); Lin | Chenhao (56991610400); Liang | Dagmara (57225791553); Li | Emily (57224805404); Lewandowska | Vincent (57224806712); Leong | Lucy (57224832076); Lemaire | Yunmi (57224823148); Lee | Hyunjung (57224816118); Lee | Madeline (57224826970); Lee | Eleonora (57224806100); Leahy | Romain (57203660848); De Lazzari | Gerardo (57224832308); Lannes | Isha (57358529200); de Lamotte | Olha (57203121720); Lamba | Manolo (57195361570); Lakhneko | Elodie (24331907100); Laiola | Tsoi Ying (57224820288); Laine | Juliana (57224816840); Lai | Ingrid (36928530200); Lago | Lawrence (16233461300); Lafontaine | Rachel (57224807701); Kwong | Sheelta S. (57224819287); Kwong | Andrii (57225364511); Kumar | Nanami (57222614036); Kuklin | Jonas (57224820913); Kubota | Michael (57224812412); Krebs | Maryna (57224809514); Kozhar | Nadezhda (57224806634); Korshevniuk | Ellen (57224821482); Kobko-Litskevitch | Giuseppe (57224815693); Koag | Ryan J. (57224820086); KoLoMonaco | Sangwan (57224826951); King | Hyung Jun (57223923412); Kim | Gina (57224820608); Kim | Michelle (57203142941); Kim | Mahshid (57224831227); Ki | Shaira (57224818791); Khavari | Vedbar S. (34880195800); Khan | Fernanda (57219824041); Khadka | Inderjit (57224826682); de Souza Gomes Kehdy | Amrit (57224816002); Kaur | Nao (57224806381); Kaur | Affifah Saadah (57224811662); Kato | Takema (57224810471); Ahmad Kassim | Guilllaume (55385752700); Kajita | Hyun Woo (57224825015); Jospin | Ymke (57224818637); Joo | Ayantu (57224805410); De Jong | Esmeralda (57224805907); Jinfessa | Marie-Laure (57224814036); Jiminez | Marianne (17342575800); Jerier | Marisano (57224823730); Jaubert | JoAnn (57224817938); James | Sarah (57196323283); Jacobs | Tomoki (57224806730); Jackson | Tomislav (18535795800); Iwashiro | Takayuki (57224817048); Ivankovic | Sota (57224832415); Ito | Kohei (57224816982); Ito | Riham (57224822855); Ito | Sharah (57225741276); Islam | Sakura (57224809773); Islam | Shino (57224822547); Ishizuka | Shaikh B. (57216291764); Ishikawa | Mizuki (57224823492); Iqbal | Badamnyambuu (57192154986); Igarashi | Robert A. (54585906300); Iderzorig | Nathalie (57224806310); Petit | Roland (57224828387); Hüsser | Andrea (57224807313); Häusler | Stephanie (57224829608); Hässig | Elizabeth (57520225700); Hyland | Michael (57225753682); Humphries | Irene (57216696667); Huber | Chiaki (57224812593); Hoxie | Aliaksei (55934059000); Homma | Nghiem Xuan (57224809406); Holik | Lauren E. (55938574300); Hoan | David (57190393753); Hittle | Pilar Lopez (57224809855); Hess-Homeier | Samuel (57224821565); Hernandez | Tamera (57224830460); Hernandez | Eva (57224818262); Henry | Eric (37087193500); Hell | Nur Hazlin (54415726000); Helfrich | Arya (57224822862); Hazrin-Chong | Felix (57203692000); Hawkins-Zafarnia | Sebastien (23388927300); Hartkopf | Wolfgang (57224818839); Halary | Nika (57224819505); Haehr | Juan (57224821101); Gurianova | Sophie (23024655900); Guerra | Charlotte (57224805686); Guasco | Tranette (57224824313); Greselle | Andrew (57215302093); Gregory | Camila (57224829381); Gray | Andrea (57224825294); Gonzalez-Poblete | Juana (57216574796); Gonzalez | Gaston H. (7003383194); Gonzalez | Samantha (57224806461); Gonnet | Liliana (57224821418); Goldman | Spyridon (56652181000); Godoy | Dedan (57163970700); Gkotzis | Donato (8591583200); Githae | Matías (57207357904); Giovannelli | Dao Phuong (57191610748); Giménez | Sonia L. (57224827640); Giang | Samuel M. (57193667873); Ghose | Annie (57537309700); Gerner | Catalina (57224805926); Geiger | Laura (57225789266); García | Mathilde (16063183500); Garcia | Josephine (35075906200); Garcia | Jaime J. (35755968800); Galipon | Jacob (57224819955); Fuentes | Pablo (8543458200); Friedman | Kelly (57224828189); Fresia | Aaishah (57224832137); French | Juan Carlos (57224809553); Francis | Jonathan (56690620400); Forero | Marcos A.S. (57224816517); Foox | Jhovana L. (57224806729); Fonseca | Denisse (57224822853); Velasco Flores | Aubin (57190048376); Flores | Gabriel (57224821041); Fleiss | Laís Pereira (57224833195); Figueroa | Skye (57809380300); Ferreira | Charlie (57194102308); Felice | Fazlina (57523043200); Feigin | Emile (57205453780); Fauzi | Nadine (57224806656); Faure | Luice (57224825125); Farhat | Iqra (57211917235); Fan | Cassie L. (57191337881); Faiz | Juan P. (56993859600); Ettinger | Lennard (57204019267); Escalera-Antezana | Miar (57224807593); Epping | Jonathan A. (35247902700); Elaskandrany | Naya (57224823189); Eisen | Alexandra (57224830301); Eady | Steven (57224806986); Dutan | Valeriia (57528386300); Du | LaShonda (57224829777); Dotsenko | Sonia (57224814738); Dorsey | Timothy Ryan (57220602976); Dorado | Clara N. (57224811659); Donahoe | Felipe S. (57201985266); Dias | Monika (57224808673); Dezem | Alexandre (57203891816); Devi | Chloé (57197853077); Desert | Chris K. (57224817964); Dequeker | Stéphane (12791910400); Deng | Gargi (36600294700); Delmas | Natalie R. (57205717666); Dayama | Laurent (57225742595); Davidson | Lucinda B. (57224821230); David | Pujita (57224809230); Davenport | Aaron E. (8974024600); Das | Katherine E. (57201135761); Darling | Bruno (8879223400); Dahlhausen | Delisia (57224809484); D'Alessandro | Ana F. (57224810356); Cuebas | Cecilia N. (57224811712); Costa | Flavia (57224820275); Cossio | Romain (57224823010); Corsi | Colleen (57224833548); Conte | Sylvie (57224818873); Conger | David A. (7801377012); Collin | Jake (57224810407); Coil | Erika (57224810117); Cohen | Kianna (57224832477); Cifuentes | Carl (57224823786); Ciaramella | Hira (57224833206); Chrispin | Shirley (57224828561); Choudhry | Diana (57224827996); Chiu | Daisy (57224814782); Chicas | Allaeddine (57224832639); Cheung | Ariel (55972967000); Chettouh | Jenn-Wei (55075788300); Chernomoretz | Michelle (57224824471); Chen | Xiaoqing (57224833870); Chen | Gregory (57224814784); Chen | Francisco (57224823646); Chem | Akash Keluth (57224812678); Chavez | Sreya Ray (57224810299); Chavan | Starr (57224812626); Chaudhuri | Anastasia I. (57225232502); Chatziefthimiou | Allison (57224827690); Chasapi | Jasna (57224824356); Chan | Salama (57210279533); Chalangal | Jonathan (57224805421); Chaker | Simone (57224814224); Cedillo | Astred (57224810863); Cawthorne | Ana V. (57224810864); Castro | Sofia (57224806077); Castro | Laurie (57224811159); Castro | Katerine (57224833235); Casalot | Anais (57224830841); Carrillo | Alessandra (57224831458); Cardenas | Miguel (57224821734); Carbone | Angela (57200071174); Carbajo | Dayana (57225412354); Cantillo | Xiao Wen (57224808643); Calderon | Hiram (57224817691); Cai | Kari O. (57197867093); Caballero | Sven (57225261688); Bøifot | Jalia (57224810282); Bönigk | Irvind (57208563328); Bynoe | Alina (57224815804); Buttar | Aszia (57203891945); Butova | Catherine M. (25221468000); Burrell | Paulina (57224819999); Burke | Alan (57202384603); Buczansla | Christian (57224831392); Briones | Björn (16028157000); Brion | Alessandra (16749073700); Brindefalk | Gabriela P. (57208924523); Breschi | Alicia (57224825365); Branco | Jean-Pierre (6603328504); Boyd | Sonia (57222625121); Bouly | Ciro (57224831997); Bouchard | Alexia (57218338910); Borrelli | Kevin (57224824695); Bordigoni | Bazartseren (26533940100); Bolzli | Julia (57194543007); Boldgiv | Toni (57224817742); Boeri | Brittany (57224818796); Bode | Guillaume (57224813843); Blyther | Christina (7202127339); Blanc | Lucie (24480550400); Black | Tristan (56566652900); Bittner | Silvia (56557108500); Bitard-Feildel | Denis (8527514600); Beurmann | Juliana (57528250700); Bertrand | Diego (57214544160); Bernardes | Joseph (57224823238); Benítez | Anne-Sophie (57194020364); Benson | Hannah (56982691100); Benoiston | Médine (57194540579); Benisty | Carla (57224824248); Benchouaia | Kevin (57224817076); Bello | François (57224806095); Becher | Erdenetsetseg (57224827526); Baudon | Thais F. (55575435900); Batdelger | Katrin (57212389097); Bartelli | Abd-Manaaf (57224816710); Bakhl | Silva (57222063208); Bakere | Sadaf (57224825792); Baburyan | Nuria (55924693700); Ayaz | Juliette (57201976838); Aventin | Thomas Saw (57224807874); Auvinet | Freddy (57189214716); Aung | Matthew (57224812299); Asenjo | Fernanda (57224811778); Arthur | Carme (6506131325); Arredondo | Jenny (57224819317); Arnan | Hitler Francois (57224820109); Arevalo | Luiza F. (57224825046); Vasquez Arevalo | Álvaro (57224822465); Araujo | Catharine (23969965800); Aranguren | Verónica (57199391015); Aquino | Michael (57224821526); Antelo | Harilanto (57224832611); Angelov | Watson (57224814550); Andrianjakarivony | Nala (57224811009); Andrew | Muhammad Al-Fath (57224826409); An | Majelia (57224820764); Amran | Maria G. (57224829401); Ampadu | Jennifer (57224805687); Amorim | Sarh (57224820320); Amachee | Lucia E. (37036884900); Aly | Kalyn (57224829168); Alvarado-Arnez | Alex (57000222600); Ali | Gabriela E. (57224811268); Alexiev | Ireen (57224831170); Albuquerque | Faisal S. (57222193957); Alam | Muhammad (57224825393); Al-Quaddoomi | Ait-hamlat (57224818627); Afaq | Marcos (55994778500); Adel | Natasha (57224819036); Abraao | Christopher E. (7202125538); Abdullah | Sibo (57189987809); Mason | Jifeng (57221216471); Zhu | María M. (55664687300); Zhu | Jun (56377181800); Zambrano | Thirumalaisamy P. (16302666200); Wu | Elena M. (55674774200); Velavan | Dimitar I. (8961299500); Vayndorf | Brandon (57217094676); Vassilev | Juan A. (36757548900); Valentine | Klas I. (8885721400); Ugalde | Xinzhao (57198803476); Udekwu | Scott W. (56747510800); Tong | Denise Syndercombe (57193643182); Tighe | Haruo (36508039900); Court | Le Huu (57217093140); Suzuki | Rania (56249771600); Song | Tieliu (7202756564); Siam | Leming (7401640714); Shi | Osman U. (57195305621); Shi | Torsten (57219934144); Sezerman | Lynn M. (57217415556); Semmler | Gunnar (6603370159); Schriml | Hugues (24577815500); Rätsch | Nicolás (26423986300); Richard | David (25932136900); Rascovan | Orhan (57390483400); Paez-Espino | Olayinka O. (56695376300); Özcan | Stephan (23489906200); Osuolale | Manuela (57217268872); Ossowski | Houtan (57208521004); Oliveira | Marina (57205096247); Noushmehr | Niranjan (10039795600); Nieto-Caballero | Milton Ozorio (7103205178); Nagarajan The WorldQuant Initiative for Quantitative Prediction, Weill Cornell Medicine, New York, NY, United States| Emmanuel F. (6507813767); Moraes University of Medicine and Health Sciences, St. Kitts, West Indies and American University in Cairo, Cairo, Egypt| Cem (25723491400); Mongodin Swiss Institute of Bioinformatics, Lausanne, Switzerland| Ken (57214713003); Meydan University Hospital Zurich, Biomedical Informatics Research, Zurich, Switzerland| Gabriella (57200505139); McGrath C+, Research Center in Technologies for Society, School of Engineering, Universidad del Desarrollo, Santiago, Chile| Per O. (6701835989); Mason-Buck Kyiv Academic University, Kyiv, Ukraine| Marcus H.Y. (54971781200); Ljungdahl SciLife EVP, Department of Aquatic Sciences Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden| Patrick K.H. (8616437100); Leung Boku University Viennna, Vienna, Austria| Paweł P. (55934370700); Lee Małopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland| Nikos C. (34570925900); Łabaj Department of Epidemiology, School of Public Health, Fudan University, Shanghai, China| Kaymisha (57217090092); Kyrpides Corporación Corpogen-Research Center, Bogotá, Colombia| Frank J. (7102252167); Knights Faculty of Medicine, Duy Tan University, Da Nang, Viet Nam| Andre (37061028700); Kelly Institute of Tropical Medicine, Univeristätsklinikum Tübingen, Tübingen, Germany| Soojin (57037652200); Kahles Institute of Arctic Biology, University of Alaska, Fairbanks, Fairbanks, AK, United States| Gregorio (55328949500); Jang Faculty of Mathematics and Informatics, Sofia University “St. Kliment Ohridski,”, Sofia, Bulgaria| Mark (7401972139); Iraola Millennium Initiative for Collaborative Research on Bacterial Resistance, Santiago, Chile| Jaden J.A. (57224832679); Hernandez University of Vermont, Burlington, VT, United States| Iman (57964861900); Hastings Keio University, Tokyo, Japan| David C. (57211304968); Hajirasouliha Vietnamese-German Center for Medical Research (VG-CARE), Hanoi, Viet Nam| Alexandra B. (57215284191); Green 108 Military Central Hospital, Hanoi, Viet Nam| Jonathan S. (55858008300); Graf The Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, the Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China| Dennis (57225241412); Gootenberg State Key Laboratory of Genetic Engineering (SKLGE) and MOE Key Laboratory of Contemporary Anthropology, School of Life Sciences, Human Phenome Institute, Fudan University, Shanghai, China| Alina (55312470700); Gankin Center for Pharmacogenomics, School of Life Sciences and Shanghai Cancer Center, Fudan University, Shanghai, China| Danilo (6602810120); Frolova Acibadem Mehmet Ali Aydınlar University, Istanbul, Turkey| Eran (9939380900); Ercolini Robert Koch Institute, Berlin, Germany| Marius (55068103000); Elhaik Sorbonne University, Faculty of Science, Institute of Biology Paris-Seine, Laboratory of Computational and Quantitative Biology, Paris, France| Emmanuel (7004127729); Dybwad Microbial Paleogenomics Unit, Institut Pasteur, CNRS UMR2000, Paris, 75015, France| Christelle (25226867700); Dias-Neto Applied Environmental Metagenomics and Infectious Diseases Research (AEMIDR), Department of Biological Sciences, Elizade University, Ilara-Mokin, Nigeria| Youping (57225913688); Desnues NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany| Francesca (55457699500); Deng Institute of Medical Genetics and Applied Genomics, University of Tübingen, Tübingen, Germany| Robert W. (56233781700); De Filippis Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal| Aspassia D. (16306465300); Crawford University of São Paulo, Ribeirão Preto Medical School, Ribeirão Preto, SP, Brazil| Ana M. (57217095238); Chatziefthimiou Fundação Oswaldo Cruz, Rio de Janeiro, RJ, Brazil| Eduardo (54411924800); Cañas University of Maryland School of Medicine, Institute for Genome Sciences, Baltimore, MD, United States| Ran (11440262400); Castro-Nallar Microba, 388 Queen St, Brisbane City, 4000, QLD, Australia| Malay (23484208900); Blekhman Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, Stockholm, Sweden| Josue (57217092956); Bhattacharyya School of Energy and Environment, City University of Hong Kong, Hong Kong SAR, Hong Kong| Omar O. (56260614700); Alicea Institut Pasteur Korea, Seoul, South Korea| Ben (57217094616); Abudayyeh Wellcome Sanger Institute, Hinxton, United Kingdom| Dominique (57217090591); Young Center for Integrative Biology, Universidad Mayor, Santiago de Chile, Santiago, Chile| Maria A. (57216321432); Thomas Microbial Genomics Laboratory, Institut Pasteur de Montevideo, Montevideo, Uruguay| Heba (57211295535); Sierra University of Colorado at Boulder, Boulder, CO, United States| Jorge L. (57212742581); Shaaban Department of Analytical, Environmental and Forensic Sciences, King's College London, London, United Kingdom| Krista A. (57208803204); Sanchez University of Applied Sciences Vienna, Vienna, Austria| Eileen (23668655900); Ryon Institute of Molecular Biology and Genetics of National Academy of Sciences of Ukraine, Kyiv, Ukraine| Tatyana (57217095068); Png Department of Biology, Lund University, Lund, Sweden| Olga (56488302800); Nikolayeva Norwegian Defence Research Establishment FFI, Kjeller, Norway| Amanda (57189516257); Nikolayeva Medical Genomics group, A.C.Camargo Cancer Center, São Paulo, SP, Brazil| Russell Y. (57193821101); Ng Aix-Marseille Université, Mediterranean Institute of Oceanology, Université de Toulon, CNRS, IRD, UM 110, Marseille, France| Beth (36696792600); Neches University of Hawaii John A. Burns School of Medicine, Honolulu, HI, United States| Harun (57205696252); Mutai Task Force on Microbiome Studies, University of Naples Federico II, Naples, Italy| Dmitry (57194195798); Mustafa Department of Agricultural Sciences, Division of Microbiology, University of Naples Federico II, Naples, Italy| Lauren (57202681476); Meleshko California State University, Sacramento, Sacramento, CA, United States| Abigail (57200795671); Mak Universidad Andres Bello, Center for Bioinformatics and Integrative Biology, Facultad de Ciencias de la Vida, Santiago, Chile| Mikhail (57205691593); Lyons University of Minnesota, Minneapolis, MN, United States| Katerina (57219628708); Karasikov Centre for Artificial Intelligence and Machine Learning, Indian Statistical Institute, Kolkata, India| Katelyn (57216790622); Kuchin Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India| Jochen (24343662200); Jackson Massachusetts Institute of Technology, McGovern Institute for Brain Research, Cambridge, MA, United States| Daisy (57217093413); Hecht Independent Researcher, Zurich, Switzerland| Kern Rei (42461194600); Donnellan Kenya Medical Research Institute – Kisumu, Kisumu, Kenya| Daniel J. (57217094034); Chng Department of Energy, Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, United States| Chandrima (57217092130); Butler ETH Zurich, Department of Computer Science, Biomedical Informatics Group, Zurich, Switzerland| Sofia (56748086500); Bhattacharya Centre for Genomic Regulation (CRG), The Barcelona Institute of Science and Technology, Barcelona, Spain| Evan E. (57224828735); Ahsanuddin Genome Institute of Singapore, STAR, Singapore, Singapore| Daniela (15845248400); Afshin Icahn School of Medicine at Mount Sinai, New York, NY, United States| David (56845411400); Bezdan The Bin Talal Bin Abdulaziz Alsaud Institute for Computational Biomedicine, New York, NY, United States|
Cell Số 13, năm 2021 (Tập 184, trang 3376-339300000000000000000.00E+339300000000000000000.00)
ISSN: 928674
ISSN: 928674
DOI: 10.1016/j.cell.2021.05.002
Tài liệu thuộc danh mục:
Article
English
Từ khóa: Biodiversity; Databases, Genetic; Drug Resistance, Bacterial; Humans; Metagenomics; Microbiota; Urban Population; antibiotic resistance; article; built environment; city; climate; commensal; global health; human; major clinical study; metagenome; metagenomics; microbiome; microorganism; nonhuman; public health; shotgun sequencing; antibiotic resistance; biodiversity; genetic database; genetics; microflora; urban population
Tóm tắt tiếng anh
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. 2021 The Author(s)