Evidence map›Paper›PMID 42463489›Full record

ArticleNature communications2026

Diversity and distinctive characteristics of the global RNA virome in urban and peri-urban environments.

Zihao Gao, Jun Wu, Alexander G Lucaci, Jian Ouyang, Lan Wang, Krista A Ryon, Eran Elhaik, Alexander J Probst, Xavier Rodó, Thirumalaisamy P Velavan and 43 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

53 authors.

Zihao Gao *The Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China.
Jun Wu *The Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China. jwu@bio.ecnu.edu.cn.ORCID 0000-0002-3381-2561
Alexander G Lucaci *Weill Cornell Medicine, New York, NY, USA.ORCID 0000-0002-4896-6088
Jian OuyangThe Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China.ORCID 0000-0002-7851-7064
Lan WangCollege of Architecture and Urban Planning, Tongji University, Shanghai, China.ORCID 0000-0001-6843-476X
Krista A RyonWeill Cornell Medicine, New York, NY, USA.
Eran ElhaikDepartment of Biology, Lund University, Lund, Sweden.
Alexander J ProbstEnvironmental Metagenomics, Research Center One Health Ruhr of the University Alliance Ruhr, Faculty of Chemistry, University of Duisburg-Essen, Essen, Germany.
Xavier RodóICREA and AIRLAB, Climate and Health RG, CANU, ISGlobal, Barcelona, Spain.ORCID 0000-0003-4843-6180
Thirumalaisamy P VelavanInstitute of Tropical Medicine, Universitätsklinikum Tübingen, Tübingen, Germany.ORCID 0000-0002-9809-9883
Anastasia ChasapiBiological Computation & Process Laboratory, Chemical Process & Energy Resources Institute, Centre for Research & Technology, Thessalonica, 57001, Greece.
Christos A OuzounisBiological Computation & Process Laboratory, Chemical Process & Energy Resources Institute, Centre for Research & Technology, Thessalonica, 57001, Greece.ORCID 0000-0002-0086-8657
Manuela Oliveirai3S-Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Porto, Portugal.ORCID 0000-0001-5785-7521
Emmanuel Dias-NetoRutgers Cancer Institute of New Jersey, Newark, NJ, USA.
Olayinka OsuolaleAEMIDR, Department of Biological Science, Elizade University, Ondo State, Nigeria.ORCID 0000-0001-6525-8502
Michael PoulsenSection for Ecology and Evolution, Department of Biology, University of Copenhagen, Copenhagen, Denmark.ORCID 0000-0002-2839-1715
Dmitry MeleshkoTri-Institutional PhD Program in Computational Biology and Medicine, Weill Cornell Medical College, New York, NY, USA.
Malay BhattacharyyaMachine Intelligence Unit, Indian Statistical Institute, Kolkata, India.
Juan A UgaldeCenter for Bioinformatics and Integrative Biology, Facultad de Ciencias de la Vida, Universidad Andres Bello, Santiago, Chile.
Alba TullCarnegie Mellon University, Pittsburgh, PA, USA.ORCID 0009-0004-5825-5038
Kathleen H RubinsTrivedi Institute for Space and Global Biomedicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Maria A SierraWeill Cornell Medicine, New York, NY, USA.
Braden T TierneyThe Two Frontiers Project, Fort Collins, CO, USA.ORCID 0000-0002-7533-8802
Bharath PrithivirajMicrobiome & Microbiology R&D Science Platforms, Reckitt Benckiser LLC US, Montvale, NJ, USA.
Nitesh Kumar SharmaDepartment of Clinical Pharmacy, Alfred E. Mann School of Pharmacy and Pharmaceutical Sciences, University of Southern California, Los Angeles, CA, USA.
Viorel MunteanuDepartment of Computers, Informatics and Microelectronics, Technical University of Moldova, Chisinau, Moldova.ORCID 0000-0002-4133-5945
Serghei MangulDepartment of Computers, Informatics and Microelectronics, Technical University of Moldova, Chisinau, Moldova.ORCID 0000-0003-4770-3443
Kubra Can KurtWeill Cornell Medicine, New York, NY, USA.
Masayuki UshioDepartment of Ocean Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR, China.ORCID 0000-0003-4831-7181
Natalia Mazur-PanasiukMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.
Katarzyna KoperaMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.
Kamila MarszałekJagiellonian University, Małopolska Centre of Biotechnology, Krakow, Poland.
Michał KowalskiJagiellonian University, Małopolska Centre of Biotechnology, Krakow, Poland.
Rodolfo Brizola ToscanMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.
Wojciech BranickiMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.
Krzysztof PyrćMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.ORCID 0000-0002-3867-7688
Paweł P ŁabajMałopolska Centre of Biotechnology, Jagiellonian University, Kraków, Poland.ORCID 0000-0002-4994-0234
Balakrishnan SubramanianComputational Centre, University of Białystok, Białystok, Poland.ORCID 0000-0001-8403-167X
Alina FrolovaInstitute of Molecular Biology and Genetics of NASU, Kyiv, Ukraine.
Joshua G BurkhartDepartment of Cell & Molecular Biology, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI, USA.ORCID 0000-0001-9279-1556
Youping DengDepartment of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawai'i, Honolulu, HI, USA.ORCID 0000-0002-5951-8213
Klas I UdekwuDepartment of Biological Sciences, Program for Bioinformatics and Computational Biology, University of Idaho, Moscow, ID, USA.
Lynn M SchrimlInstitute for Genome Sciences, University of Maryland School of Medicine, Baltimore, MD, USA.ORCID 0000-0001-8910-9851
Nur Hazlin Hazrin-ChongDepartment of Biological Sciences & Biotechnology, Faculty of Science & Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.ORCID 0000-0003-1273-3087
Haruo SuzukiFaculty of Environment and Information Studies, Keio University, Fujisawa, Kanagawa, Japan.ORCID 0000-0003-1447-6109
Patrick K H LeeSchool of Energy and Environment, State Key Laboratory of Marine Environmental Health, and Climate Impact and Environmental Resilience Research Center, City University of Hong Kong, Hong Kong SAR, China.ORCID 0000-0003-0911-5317
Antonio Pedro CamargoDepartment of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0003-3913-2484
Nikos C KyrpidesDepartment of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID 0000-0002-6131-0462
Di LiuComputational Virology Group, Center for Bacteria and Virus Resources and Bioinformation, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, China.
Lin-Fa WangProgramme in Emerging Infectious Diseases, Duke-NUS Medical School, Singapore, Singapore. linfa.wang@duke-nus.edu.sg.ORCID 0000-0003-2752-0535
Christopher E MasonWeill Cornell Medicine, New York, NY, USA. chm2042@med.cornell.edu.ORCID 0000-0002-1850-1642
Tieliu ShiThe Center for Bioinformatics and Computational Biology, Shanghai Key Laboratory of Regulatory Biology, Institute of Biomedical Sciences and School of Life Sciences, East China Normal University, Shanghai, China. tlshi@bio.ecnu.edu.cn.ORCID 0000-0001-5592-2836
International MetaSUB Consortium

Funding

National Natural Science Foundation of China (National Science Foundation of China) 32370720
6 · The paper itself

Abstract

RNA viruses represent an integral component of human-associated environments and human health. However, the ecology of environmental RNA viruses remains largely unexplored. Here, we analyzed 2922 metatranscriptomic samples collected from urban and surrounding environments-including human-dense settings (e.g., transit hubs, hospitals, banks), alongside peri-urban settings - across 102 cities in 31 countries and constructed the Urban & Peri-urban RNA Virus Atlas (UPVAtlas), comprising 54,945 RNA viruses, 77% of which had not been previously observed. Phylogenetic reconstruction based on RNA-dependent RNA polymerases from UPVAtlas greatly expanded the evolutionary diversity of RNA viruses, leading to the identification of two potential candidate phyla, one candidate class, and several unclassified clades. Host association analyses further revealed the ecological complexity of environmental RNA viruses, with the diversity of vertebrate-related and ESKAPE pathogen-related viruses underscoring the importance of continued monitoring of urban environments for tracking RNA viral prevalence and dynamics, with direct relevance to future public health.

Indexed as

RNA VirusesViromeAnimalsCitiesHumansPhylogenyRNA, ViralRNA, Viral

Identifiers

PMID42463489
PMCPMC13377081

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.