Characterization of the human skin resistome and identification of two microbiota cutotypes

被引:61
作者
Li, Zhiming [1 ,2 ]
Xia, Jingjing [3 ,4 ,5 ,6 ]
Jiang, Liuyiqi [3 ,4 ]
Tan, Yimei [5 ,7 ]
An, Yitai [1 ,2 ]
Zhu, Xingyu [5 ,8 ]
Ruan, Jie [1 ,2 ]
Chen, Zhihua [1 ,2 ]
Zhen, Hefu [1 ,2 ]
Ma, Yanyun [5 ,8 ]
Jie, Zhuye [1 ,2 ]
Xiao, Liang [1 ,2 ]
Yang, Huanming [1 ,2 ]
Wang, Jian [1 ,2 ]
Kristiansen, Karsten [1 ,2 ,9 ]
Xu, Xun [1 ,2 ,10 ]
Jin, Li [5 ,11 ]
Nie, Chao [1 ,2 ]
Krutmann, Jean [5 ,6 ,12 ]
Liu, Xiao [1 ,13 ,14 ]
Wang, Jiucun [3 ,4 ,5 ,11 ,15 ]
机构
[1] BGI Shenzhen, Shenzhen, Peoples R China
[2] China Natl Genebank, Shenzhen, Peoples R China
[3] Fudan Univ, State Key Lab Genet Engn, Collaborat Innovat Ctr Genet & Dev, Sch Life Sci, Shanghai, Peoples R China
[4] Fudan Univ, Dept Dermatol, Huashan Hosp, Shanghai, Peoples R China
[5] Fudan Univ, Human Phenome Inst, Shanghai, Peoples R China
[6] IUF Leibniz Res Inst Environm Med, Dusseldorf, Germany
[7] Shanghai Skin Dis Hosp, Dept Skin & Cosmet Res, Shanghai, Peoples R China
[8] Fudan Univ, Inst Six Sect Econ, Shanghai, Peoples R China
[9] Univ Copenhagen, Dept Biol, Lab Genom & Mol Biomed, Copenhagen, Denmark
[10] Guangdong Prov Key Lab Genome Read & Write, Shenzhen, Peoples R China
[11] Chinese Acad Med Sci, Res Unit Dissecting Populat Genet & Dev New Techn, Shanghai, Peoples R China
[12] Heinrich Heine Univ, Fac Med, Dusseldorf, Germany
[13] Tsinghua Univ, Tsinghua Shenzhen Int Grad Sch, Shenzhen, Peoples R China
[14] Univ Chinese Acad Sci, BGI Educ Ctr, Shenzhen, Peoples R China
[15] Fudan Univ, Inst Rheumatol Immunol & Allergy, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Shotgun metagenomic sequencing; Skin microbiome; Gene catalog; Resistome; Antibiotic resistance genes (ARGs); Moraxella osloensis; Cutotypes; HUMAN GUT MICROBIOTA; ATOPIC-DERMATITIS; FACIAL SKIN; RESISTANCE; DIVERSITY; EVOLUTIONARY; MORAXELLA; CHINA; COMMUNITIES; DIAGNOSIS;
D O I
10.1186/s40168-020-00995-7
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
BackgroundThe human skin microbiota is considered to be essential for skin homeostasis and barrier function. Comprehensive analyses of its function would substantially benefit from a catalog of reference genes derived from metagenomic sequencing. The existing catalog for the human skin microbiome is based on samples from limited individuals from a single cohort on reference genomes, which limits the coverage of global skin microbiome diversity.ResultsIn the present study, we have used shotgun metagenomics to newly sequence 822 skin samples from Han Chinese, which were subsequently combined with 538 previously sequenced North American samples to construct an integrated Human Skin Microbial Gene Catalog (iHSMGC). The iHSMGC comprised 10,930,638 genes with the detection of 4,879,024 new genes. Characterization of the human skin resistome based on iHSMGC confirmed that skin commensals, such as Staphylococcus spp, are an important reservoir of antibiotic resistance genes (ARGs). Further analyses of skin microbial ARGs detected microbe-specific and skin site-specific ARG signatures. Of note, the abundance of ARGs was significantly higher in Chinese than Americans, while multidrug-resistant bacteria ("superbugs") existed on the skin of both Americans and Chinese. A detailed analysis of microbial signatures identified Moraxella osloensis as a species specific for Chinese skin. Importantly, Moraxella osloensis proved to be a signature species for one of two robust patterns of microbial networks present on Chinese skin, with Cutibacterium acnes indicating the second one. Each of such "cutotypes" was associated with distinct patterns of data-driven marker genes, functional modules, and host skin properties. The two cutotypes markedly differed in functional modules related to their metabolic characteristics, indicating that host-dependent trophic chains might underlie their development.ConclusionsThe development of the iHSMGC will facilitate further studies on the human skin microbiome. In the present study, it was used to further characterize the human skin resistome. It also allowed to discover the existence of two cutotypes on the human skin. The latter finding will contribute to a better understanding of the interpersonal complexity of the skin microbiome.
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页数:18
相关论文
共 81 条
[1]   Community differentiation of the cutaneous microbiota in psoriasis [J].
Alekseyenko, Alexander V. ;
Perez-Perez, Guillermo I. ;
De Souza, Aieska ;
Strober, Bruce ;
Gao, Zhan ;
Bihan, Monika ;
Li, Kelvin ;
Methe, Barbara A. ;
Blaser, Martin J. .
MICROBIOME, 2013, 1
[2]   Enterotypes of the human gut microbiome [J].
Arumugam, Manimozhiyan ;
Raes, Jeroen ;
Pelletier, Eric ;
Le Paslier, Denis ;
Yamada, Takuji ;
Mende, Daniel R. ;
Fernandes, Gabriel R. ;
Tap, Julien ;
Bruls, Thomas ;
Batto, Jean-Michel ;
Bertalan, Marcelo ;
Borruel, Natalia ;
Casellas, Francesc ;
Fernandez, Leyden ;
Gautier, Laurent ;
Hansen, Torben ;
Hattori, Masahira ;
Hayashi, Tetsuya ;
Kleerebezem, Michiel ;
Kurokawa, Ken ;
Leclerc, Marion ;
Levenez, Florence ;
Manichanh, Chaysavanh ;
Nielsen, H. Bjorn ;
Nielsen, Trine ;
Pons, Nicolas ;
Poulain, Julie ;
Qin, Junjie ;
Sicheritz-Ponten, Thomas ;
Tims, Sebastian ;
Torrents, David ;
Ugarte, Edgardo ;
Zoetendal, Erwin G. ;
Wang, Jun ;
Guarner, Francisco ;
Pedersen, Oluf ;
de Vos, Willem M. ;
Brunak, Soren ;
Dore, Joel ;
Weissenbach, Jean ;
Ehrlich, S. Dusko ;
Bork, Peer .
NATURE, 2011, 473 (7346) :174-180
[3]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[4]  
Baron S.A., 2018, HumMicrobiome J, V10, P43, DOI [10.1016/j.humic.2018.08.005, DOI 10.1016/J.HUMIC.2018.08.005]
[5]   STUDY OF MORAXELLA GROUP .I. GENUS MORAXELLA AND NEISSERIA CATARRHALIS GROUP [J].
BAUMANN, P ;
DOUDOROFF, M ;
STANIER, RY .
JOURNAL OF BACTERIOLOGY, 1968, 95 (01) :58-+
[6]   Hybrid metagenomic assembly enables high-resolution analysis of resistance determinants and mobile elements in human microbiomes [J].
Bertrand, Denis ;
Shaw, Jim ;
Kalathiyappan, Manesh ;
Ng, Amanda Hui Qi ;
Kumar, M. Senthil ;
Li, Chenhao ;
Dvornicic, Mirta ;
Soldo, Janja Paliska ;
Koh, Jia Yu ;
Tong, Chengxuan ;
Ng, Oon Tek ;
Barkham, Timothy ;
Young, Barnaby ;
Marimuthu, Kalisvar ;
Chng, Kern Rei ;
Sikic, Mile ;
Nagarajan, Niranjan .
NATURE BIOTECHNOLOGY, 2019, 37 (08) :937-+
[7]   The impact of skin care products on skin chemistry and microbiome dynamics [J].
Bouslimani, Amina ;
da Silva, Ricardo ;
Kosciolek, Tomasz ;
Janssen, Stefan ;
Callewaert, Chris ;
Amir, Amnon ;
Dorrestein, Kathleen ;
Melnik, Alexey V. ;
Zaramela, Livia S. ;
Kim, Ji-Nu ;
Humphrey, Gregory ;
Schwartz, Tara ;
Sanders, Karenina ;
Brennan, Caitriona ;
Luzzatto-Knaan, Tal ;
Ackermann, Gail ;
McDonald, Daniel ;
Zengler, Karsten ;
Knight, Rob ;
Dorrestein, Pieter C. .
BMC BIOLOGY, 2019, 17 (1)
[8]   Fast and sensitive protein alignment using DIAMOND [J].
Buchfink, Benjamin ;
Xie, Chao ;
Huson, Daniel H. .
NATURE METHODS, 2015, 12 (01) :59-60
[9]   ESTIMATING THE POPULATION-SIZE FOR CAPTURE RECAPTURE DATA WITH UNEQUAL CATCHABILITY [J].
CHAO, A .
BIOMETRICS, 1987, 43 (04) :783-791
[10]   Skin microbiota-host interactions [J].
Chen, Y. Erin ;
Fischbach, Michael A. ;
Belkaid, Yasmine .
NATURE, 2018, 553 (7689) :427-436