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Tian F, Wainaina JM, Howard-Varona C, Domínguez-Huerta G, Bolduc B, Gazitúa MC, Smith G, Gittrich MR, Zablocki O, Cronin DR, Eveillard D, Hallam SJ, Sullivan MB. Prokaryotic-virus-encoded auxiliary metabolic genes throughout the global oceans. MICROBIOME 2024; 12:159. [PMID: 39198891 PMCID: PMC11360552 DOI: 10.1186/s40168-024-01876-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 07/16/2024] [Indexed: 09/01/2024]
Abstract
BACKGROUND Prokaryotic microbes have impacted marine biogeochemical cycles for billions of years. Viruses also impact these cycles, through lysis, horizontal gene transfer, and encoding and expressing genes that contribute to metabolic reprogramming of prokaryotic cells. While this impact is difficult to quantify in nature, we hypothesized that it can be examined by surveying virus-encoded auxiliary metabolic genes (AMGs) and assessing their ecological context. RESULTS We systematically developed a global ocean AMG catalog by integrating previously described and newly identified AMGs and then placed this catalog into ecological and metabolic contexts relevant to ocean biogeochemistry. From 7.6 terabases of Tara Oceans paired prokaryote- and virus-enriched metagenomic sequence data, we increased known ocean virus populations to 579,904 (up 16%). From these virus populations, we then conservatively identified 86,913 AMGs that grouped into 22,779 sequence-based gene clusters, 7248 (~ 32%) of which were not previously reported. Using our catalog and modeled data from mock communities, we estimate that ~ 19% of ocean virus populations carry at least one AMG. To understand AMGs in their metabolic context, we identified 340 metabolic pathways encoded by ocean microbes and showed that AMGs map to 128 of them. Furthermore, we identified metabolic "hot spots" targeted by virus AMGs, including nine pathways where most steps (≥ 0.75) were AMG-targeted (involved in carbohydrate, amino acid, fatty acid, and nucleotide metabolism), as well as other pathways where virus-encoded AMGs outnumbered cellular homologs (involved in lipid A phosphates, phosphatidylethanolamine, creatine biosynthesis, phosphoribosylamine-glycine ligase, and carbamoyl-phosphate synthase pathways). CONCLUSIONS Together, this systematically curated, global ocean AMG catalog and analyses provide a valuable resource and foundational observations to understand the role of viruses in modulating global ocean metabolisms and their biogeochemical implications. Video Abstract.
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Affiliation(s)
- Funing Tian
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
- Department of Medicine, The University of Chicago, Chicago, IL, USA
| | - James M Wainaina
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
- Biology Department, Woods Hole Oceanographic Institution, Woods Hole, MA, USA
| | - Cristina Howard-Varona
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
| | - Guillermo Domínguez-Huerta
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH, 43210, USA
- Centro Oceanográfico de Málaga (IEO-CSIC), Puerto Pesquero S/N, 29640, Fuengirola (Málaga), Spain
| | - Benjamin Bolduc
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH, 43210, USA
| | | | - Garrett Smith
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
| | - Marissa R Gittrich
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
| | - Olivier Zablocki
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
| | - Dylan R Cronin
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH, 43210, USA
| | - Damien Eveillard
- Université de Nantes, CNRS, LS2N, Nantes, France
- Research Federation for the Study of Global Ocean Systems Ecology and Evolution, R2022/Tara GO-SEE, Paris, France
| | - Steven J Hallam
- Department of Microbiology & Immunology, University of British Columbia, Vancouver, BC, V6T 1Z1, Canada
- Graduate Program in Bioinformatics, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada
- Genome Science and Technology Program, University of British Columbia, 2329 West Mall, Vancouver, BC, V6T 1Z4, Canada
- Life Sciences Institute, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
- ECOSCOPE Training Program, University of British Columbia, Vancouver, BC, V6T 1Z3, Canada
| | - Matthew B Sullivan
- Department of Microbiology, Ohio State University, Columbus, OH, 43210, USA.
- Center of Microbiome Science, Ohio State University, Columbus, OH, 43210, USA.
- EMERGE Biology Integration Institute, Ohio State University, Columbus, OH, 43210, USA.
- Department of Civil, Environmental, and Geodetic Engineering, Ohio State University, Columbus, OH, 43210, USA.
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Feng Y, Wei R, Chen Q, Shang T, Zhou N, Wang Z, Chen Y, Chen G, Zhang G, Dong K, Zhong Y, Zhao H, Hu F, Zheng H. Host specificity and cophylogeny in the "animal-gut bacteria-phage" tripartite system. NPJ Biofilms Microbiomes 2024; 10:72. [PMID: 39191812 DOI: 10.1038/s41522-024-00557-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 08/20/2024] [Indexed: 08/29/2024] Open
Abstract
Cophylogeny has been identified between gut bacteria and their animal host and is highly relevant to host health, but little research has extended to gut bacteriophages. Here we use bee model to investigate host specificity and cophylogeny in the "animal-gut bacteria-phage" tripartite system. Through metagenomic sequencing upon different bee species, the gut phageome revealed a more variable composition than the gut bacteriome. Nevertheless, the bacteriome and the phageome showed a significant association of their dissimilarity matrices, indicating a reciprocal interaction between the two kinds of communities. Most of the gut phages were host generalist at the viral cluster level but host specialist at the viral OTU level. While the dominant gut bacteria Gilliamella and Snodgrassella exhibited matched phylogeny with bee hosts, most of their phages showed a diminished level of cophylogeny. The evolutionary rates of the bee, the gut bacteria and the gut phages showed a remarkably increasing trend, including synonymous and non-synonymous substitution and gene content variation. For all of the three codiversified tripartite members, however, their genes under positive selection and genes involving gain/loss during evolution simultaneously enriched the functions into metabolism of nutrients, therefore highlighting the tripartite coevolution that results in an enhanced ecological fitness for the whole holobiont.
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Affiliation(s)
- Ye Feng
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China.
- Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China.
| | - Ruike Wei
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Qiuli Chen
- Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
| | - Tongyao Shang
- Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
| | - Nihong Zhou
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Zeyu Wang
- Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, China
| | - Yanping Chen
- USDA-ARS Bee Research Laboratory, Beltsville, MD, USA
| | - Gongwen Chen
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Guozhi Zhang
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Kun Dong
- Eastern Bee Research Institute, College of Animal Science and Technology, Yunnan Agricultural University, Kunming, Yunnan, China
| | - Yihai Zhong
- Environment and Plant Protection Institute, Chinese Academy of Tropical Agriculture Sciences, Haikou, Hainan, China
| | - Hongxia Zhao
- Guangdong Key Laboratory of Animal Conservation and Resource Utilization, Guangdong Public Laboratory of Wild Animal Conservation and Utilization, Institute of Zoology, Guangdong Academy of Sciences, Guangzhou, China
| | - Fuliang Hu
- College of Animal Sciences, Zhejiang University, Hangzhou, China
| | - Huoqing Zheng
- College of Animal Sciences, Zhejiang University, Hangzhou, China.
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Sun X, Jiang H, Zhang S. Diversities and interactions of phages and bacteria in deep-sea sediments as revealed by metagenomics. Front Microbiol 2024; 14:1337146. [PMID: 38260883 PMCID: PMC10801174 DOI: 10.3389/fmicb.2023.1337146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 12/18/2023] [Indexed: 01/24/2024] Open
Abstract
Phages are found virtually everywhere, even in extreme environments, and are extremely diverse both in their virion structures and in their genomic content. They are thought to shape the taxonomic and functional composition of microbial communities as well as their stability. A number of studies on laboratory culture and viral metagenomic research provide deeper insights into the abundance, diversity, distribution, and interaction with hosts of phages across a wide range of ecosystems. Although most of these studies focus on easily accessible samples, such as soils, lakes, and shallow oceans, little is known about bathypelagic phages. In this study, through analyzing the 16S rRNA sequencing and viral metagenomic sequencing data of 25 samples collected from five different bathypelagic ecosystems, we detected a high diversity of bacteria and phages, particularly in the cold seep and hydrothermal vent ecosystems, which have stable chemical energy. The relative abundance of phages in these ecosystems was higher than in other three abyssal ecosystems. The low phage/host ratios obtained from host prediction were different from shallow ecosystems and indicated the prevalence of prophages, suggesting the complexity of phage-bacteria interactions in abyssal ecosystems. In the correlation analysis, we revealed several phages-bacteria interaction networks of potential ecological relevance. Our study contributes to a better understanding of the interactions between bathypelagic bacteria and their phages.
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Affiliation(s)
| | | | - Siyuan Zhang
- School of Marine Sciences, Ningbo University, Ningbo, China
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