TY - JOUR
T1 - Annotating unknown species of urban microorganisms on a global scale unveils novel functional diversity and local environment association
AU - MetaSUB Consortium
AU - Wu, Jun
AU - Danko, David
AU - Afshinnekoo, Ebrahim
AU - Bezdan, Daniela
AU - Bhattacharyya, Malay
AU - Castro-Nallar, Eduardo
AU - Chmielarczyk, Agnieszka
AU - Hazrin-Chong, Nur Hazlin
AU - Deng, Youping
AU - Dias-Neto, Emmanuel
AU - Frolova, Alina
AU - Mason-Buck, Gabriella
AU - Iraola, Gregorio
AU - Jang, Soojin
AU - Łabaj, Paweł
AU - Lee, Patrick K.H.
AU - Nieto-Caballero, Marina
AU - Osuolale, Olayinka O.
AU - Ouzounis, Christos A.
AU - Perlin, Michael H.
AU - Prithiviraj, Bharath
AU - Rascovan, Nicolás
AU - Różańska, Anna
AU - Schriml, Lynn M.
AU - Semmler, Torsten
AU - Suzuki, Haruo
AU - Ugalde, Juan A.
AU - Young, Ben
AU - Werner, Johannes
AU - Zambrano, Maria Mercedes
AU - Zhao, Yongxiang
AU - Mason, Christopher
AU - Shi, Tieliu
N1 - Funding Information:
We thank all the members in the MetaSUB consortium for generating the raw data used in this study. We would like to thank the Epigenomics Core Facility at Weill Cornell Medicine, the Scientific Computing Unit (SCU), XSEDE Supercomputing Resources, as well as funding from the Irma T. Hirschl and Monique Weill-Caulier Charitable Trusts, Bert L and N Kuggie Vallee Foundation, the WorldQuant Foundation, The Pershing Square Sohn Cancer Research Alliance, the National Institutes of Health ( R01AI151059 ), the NSF ( 1840275 ), and the Alfred P. Sloan Foundation ( G-2015-13964 ).
Funding Information:
This work was supported by National Natural Science Foundation of China grants (Nos. 31801118 , 31671377 ), Shanghai Municipal Science and Technology Major Project (Grant No. 2017SHZDZX01 , 20692191500 ), Beihang University & Capital Medical University Plan ( BHME-201904 ), The Special Fund of the Pediatric Medical Coordinated Development Center of Beijing Hospitals Authority (No. XTCX201809 ) and the Open Research Fund ( KLATASDS2105 ) of Key Laboratory of Advanced Theory and Application in Statistics and Data Science- MOE , ECNU .
Publisher Copyright:
© 2021
PY - 2022/5/1
Y1 - 2022/5/1
N2 - In urban ecosystems, microbes play a key role in maintaining major ecological functions that directly support human health and city life. However, the knowledge about the species composition and functions involved in urban environments is still limited, which is largely due to the lack of reference genomes in metagenomic studies comprises more than half of unclassified reads. Here we uncovered 732 novel bacterial species from 4728 samples collected from various common surface with the matching materials in the mass transit system across 60 cities by the MetaSUB Consortium. The number of novel species is significantly and positively correlated with the city population, and more novel species can be identified in the skin-associated samples. The in-depth analysis of the new gene catalog showed that the functional terms have a significant geographical distinguishability. Moreover, we revealed that more biosynthetic gene clusters (BGCs) can be found in novel species. The co-occurrence relationship between BGCs and genera and the geographical specificity of BGCs can also provide us more information for the synthesis pathways of natural products. Expanded the known urban microbiome diversity and suggested additional mechanisms for taxonomic and functional characterization of the urban microbiome. Considering the great impact of urban microbiomes on human life, our study can also facilitate the microbial interaction analysis between human and urban environment.
AB - In urban ecosystems, microbes play a key role in maintaining major ecological functions that directly support human health and city life. However, the knowledge about the species composition and functions involved in urban environments is still limited, which is largely due to the lack of reference genomes in metagenomic studies comprises more than half of unclassified reads. Here we uncovered 732 novel bacterial species from 4728 samples collected from various common surface with the matching materials in the mass transit system across 60 cities by the MetaSUB Consortium. The number of novel species is significantly and positively correlated with the city population, and more novel species can be identified in the skin-associated samples. The in-depth analysis of the new gene catalog showed that the functional terms have a significant geographical distinguishability. Moreover, we revealed that more biosynthetic gene clusters (BGCs) can be found in novel species. The co-occurrence relationship between BGCs and genera and the geographical specificity of BGCs can also provide us more information for the synthesis pathways of natural products. Expanded the known urban microbiome diversity and suggested additional mechanisms for taxonomic and functional characterization of the urban microbiome. Considering the great impact of urban microbiomes on human life, our study can also facilitate the microbial interaction analysis between human and urban environment.
KW - Biosynthetic gene clusters
KW - Functional diversity
KW - Metagenomic analysis
KW - Novel species uncovering
KW - Urban environmental microbiome
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U2 - 10.1016/j.envres.2021.112183
DO - 10.1016/j.envres.2021.112183
M3 - Article
C2 - 34637759
AN - SCOPUS:85117361601
SN - 0013-9351
VL - 207
JO - Environmental Research
JF - Environmental Research
M1 - 112183
ER -