A longitudinal assessment of host-microbe-parasite interactions resolves the zebrafish gut microbiome's link to Pseudocapillaria tomentosa infection and pathology

被引:83
作者
Gaulke, Christopher A. [1 ]
Martins, Mauricio L. [2 ]
Watral, Virginia G. [1 ]
Humphreys, Ian R. [1 ]
Spagnoli, Sean T. [3 ]
Kent, Michael L. [1 ,3 ]
Sharpton, Thomas J. [1 ,4 ]
机构
[1] Oregon State Univ, Dept Microbiol, Corvallis, OR 97330 USA
[2] Univ Fed Santa Catarina, Aquaculture Dept, AQUOS Aquat Organisms Hlth Lab, Florianopolis, SC, Brazil
[3] Oregon State Univ, Dept Biomed Sci, Corvallis, OR 97331 USA
[4] Oregon State Univ, Dept Stat, Corvallis, OR 97330 USA
基金
美国国家科学基金会;
关键词
Zebrafish; Microbiome; Intestine; Parasitism; Nematode; Pseudocapillaria tomentosa; RECOGNITION RECEPTOR EXPRESSION; GERM-FREE; DIVERSITY; MICE; RESISTANCE; EFFICACY; PATTERNS; BACTERIA; TREE;
D O I
10.1186/s40168-019-0622-9
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
BackgroundHelminth parasites represent a significant threat to the health of human and animal populations, and there is a growing need for tools to treat, diagnose, and prevent these infections. Recent work has turned to the gut microbiome as a utilitarian agent in this regard; components of the microbiome may interact with parasites to influence their success in the gut, meaning that the microbiome may encode new anthelmintic drugs. Moreover, parasite infections may restructure the microbiome's composition in consistent ways, implying that the microbiome may be useful for diagnosing infection. The innovation of these utilities requires foundational knowledge about how parasitic infection, as well as its ultimate success in the gut and impact on the host, relates to the gut microbiome. In particular, we currently possess limited insight into how the microbiome, host pathology, and parasite burden covary during infection. Identifying interactions between these parameters may uncover novel putative methods of disrupting parasite success.ResultsTo identify interactions between parasite success and the microbiome, we quantified longitudinal associations between an intestinal helminth of zebrafish, Pseudocapillaria tomentosa, and the gut microbiome in 210 4-month-old 5D line zebrafish. Parasite burden and parasite-associated pathology varied in severity throughout the experiment in parasite-exposed fish, with intestinal pathologic changesbecoming severe at late time points. Parasite exposure, burden, and intestinal lesionswere correlated with gut microbial diversity. Robust generalized linear regression identified several individual taxa whose abundance predicted parasite burden, suggesting that gut microbiota may influence P. tomentosa success. Numerous associations between taxon abundance, burden, and gut pathologicchangeswere also observed, indicating that the magnitude of microbiome disruption during infection varies with infection severity. Finally, a random forest classifier accurately predicted a fish's exposure to the parasite based on the abundance of gut phylotypes, which underscores the potential for using the gut microbiome to diagnose intestinal parasite infection.ConclusionsThese experiments demonstrate that P. tomentosa infection disrupts zebrafish gut microbiome composition and identifies potential interactions between the gut microbiota and parasite success. The microbiome may also provide a diagnostic that would enable non-destructive passive sampling for P. tomentosa and otherintestinal pathogens in zebrafish facilities.
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页数:16
相关论文
共 80 条
[1]   Protective immune mechanisms in helminth infection [J].
Anthony, Robert M. ;
Rutitzky, Laura I. ;
Urban, Joseph F., Jr. ;
Stadecker, Miguel J. ;
Gause, William C. .
NATURE REVIEWS IMMUNOLOGY, 2007, 7 (12) :975-987
[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]   Identification of Compounds with Bioactivity against the Nematode Caenorhabditis elegans by a Screen Based on the Functional Genomics of the Marine Bacterium Pseudoalteromonas tunicata D2 [J].
Ballestriero, Francesco ;
Thomas, Torsten ;
Burke, Catherine ;
Egan, Suhelen ;
Kjelleberg, Staffan .
APPLIED AND ENVIRONMENTAL MICROBIOLOGY, 2010, 76 (17) :5710-5717
[4]  
Barber Iain, 2006, Fish Physiology, V24, P109
[5]   Interactions between the microbiota and pathogenic bacteria in the gut [J].
Baumler, Andreas J. ;
Sperandio, Vanessa .
NATURE, 2016, 535 (7610) :85-93
[6]   Effect of viable or dead Lactobacillus casei organisms administered orally to mice on resistance against Trichinella spiralis infection [J].
Bautista-Garfias, CR ;
Ixta-Rodríguez, O ;
Martínez-Gómez, F ;
López, MG ;
Aguilar-Figueroa, BR .
PARASITE, 2001, 8 (02) :S226-S228
[7]   Increased Urinary Trimethylamine N-Oxide Following Cryptosporidium Infection and Protein Malnutrition Independent of Microbiome Effects [J].
Bolick, David T. ;
Mayneris-Perxachs, Jordi ;
Medlock, Greg L. ;
Kolling, Glynis L. ;
Papin, Jason A. ;
Swann, Jon R. ;
Guerrant, Richard L. .
JOURNAL OF INFECTIOUS DISEASES, 2017, 216 (01) :64-71
[8]   Random forests [J].
Breiman, L .
MACHINE LEARNING, 2001, 45 (01) :5-32
[9]   Therapeutic Helminth Infection of Macaques with Idiopathic Chronic Diarrhea Alters the Inflammatory Signature and Mucosal Microbiota of the Colon [J].
Broadhurst, Mara Jana ;
Ardeshir, Amir ;
Kanwar, Bittoo ;
Mirpuri, Julie ;
Gundra, Uma Mahesh ;
Leung, Jacqueline M. ;
Wiens, Kirsten E. ;
Vujkovic-Cvijin, Ivan ;
Kim, Charlie C. ;
Yarovinsky, Felix ;
Lerche, Nicholas W. ;
McCune, Joseph M. ;
Loke, P'ng .
PLOS PATHOGENS, 2012, 8 (11)
[10]   glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling [J].
Brooks, Mollie E. ;
Kristensen, Kasper ;
van Benthem, Koen J. ;
Magnusson, Arni ;
Berg, Casper W. ;
Nielsen, Anders ;
Skaug, Hans J. ;
Machler, Martin ;
Bolker, Benjamin M. .
R JOURNAL, 2017, 9 (02) :378-400