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Liang X, Yang S, Radosevich M, Wang Y, Duan N, Jia Y. Bacteriophage-driven microbial phenotypic heterogeneity: ecological and biogeochemical importance. NPJ Biofilms Microbiomes 2025; 11:82. [PMID: 40399330 PMCID: PMC12095545 DOI: 10.1038/s41522-025-00727-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 05/13/2025] [Indexed: 05/23/2025] Open
Abstract
Bacteriophages (phages) reprogram host metabolism and generate phenotypic heterogeneity, yet the mechanisms and ecological implications remain poorly understood representing a major knowledge gap in microbial ecology. This review explores how phage infection alters microbial physiology, contributes to single-cell variation, and influences population dynamics. We highlight the potential consequences of phage-driven heterogeneity for microbial community structure and biogeochemical cycling, underscoring the importance of integrating phage-host interactions into ecological and ecosystem models.
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Affiliation(s)
- Xiaolong Liang
- CAS Key Laboratory of Forest Ecology and Silviculture, Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, 110016, Shenyang, China.
| | - Shuo Yang
- School of Life Sciences, Fudan University, 200433, Shanghai, China
| | - Mark Radosevich
- Department of Biosystems Engineering and Soil Science, The University of Tennessee, Knoxville, TN, 37996, USA
| | - Yongfeng Wang
- CAS Key Laboratory of Forest Ecology and Silviculture, Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, 110016, Shenyang, China
| | - Ning Duan
- Department of Biosystems Engineering and Soil Science, The University of Tennessee, Knoxville, TN, 37996, USA
| | - Yongfeng Jia
- CAS Key Laboratory of Forest Ecology and Silviculture, Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, 110016, Shenyang, China.
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2
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Azzam MI, Nasr-Eldin MA, Mohammed FA, Omran KA. Whole genome sequencing of the novel polyvalent bacteriophage Malk1: A powerful biocontrol agent for water pollution. WATER RESEARCH 2025; 276:123259. [PMID: 39952074 DOI: 10.1016/j.watres.2025.123259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 02/07/2025] [Accepted: 02/08/2025] [Indexed: 02/17/2025]
Abstract
In this study, a novel Malk1 phage, was isolated and characterized for its ability to target a broad range of multidrug-resistant (MDR) bacterial strains. Malk1, classified within the Siphoviridae family, showed lytic activity with a capsid diameter of 84 nm and a tail length of 205 nm. It demonstrated a short latent period of 18 min and a burst size of 102 virions per infected cell. The phage exhibited strong thermal stability up to 60 °C and maintained activity across a pH range of 6.0-10.0. However, exposure to hand soap and 70 % ethanol reduced its titers by over 94 % and 97 %, respectively. Malk1 lysed 92 % of the tested bacterial strains and had a genome of 44.3 kb, encoding 75 open reading frames (ORFs), with no genes for toxins, antibiotic resistance, or CRISPR elements, making it a virulent phage. A novel design utilizing immobilized polyvalent Malk1 phage on plastic sheets demonstrated superior efficacy in reducing multi-drug resistant (MDR) bacterial strains. The removal efficiencies for C.freundii (78-91 %), E.coli (74-85 %), S.enterica (60-76 %), and S.flexneri (63-72 %) were significantly higher compared to purified phage, which achieved removal efficiencies of 63-69 %, 58-66 %, 52-63 %, and 55-68 %, respectively, after 6 to 8 h. Furthermore, the immobilized phage treatment led to a 94.1 % improvement in the removal of physicochemical pollutants in wastewater, significantly surpassing the 65.3 % removal achieved with purified phage. The treatment process led to significant improvements in water quality, achieving an average removal efficiency of 71.1 % for electrical conductivity, 67.52 % for turbidity, 73.67 % for total dissolved solids (TDS), 88.02 % for biochemical oxygen demand (BOD), and 81.88 % for ammonia (NH₃). Additionally, the average dissolved oxygen (DO) levels increased by 79.17 % compared to untreated wastewater. These findings highlight the promising potential of Malk1 phage, particularly in its immobilized form, for pathogen control and enhancing water quality. ORIGINALITY-SIGNIFICANCE STATEMENT: We introduce the newly isolated polyvalent Malk1 phage, which has been thoroughly genome characterized and annotated. Immobilized Malk1 phage has proven effective in controlling drainage water pollution and addressing global concerns for irrigation water quality. Our experiments successfully reduced several multi-drug-resistant (MDR) bacterial strains in highly polluted drainage water, leading to significant improvements in water quality in a short time and at an affordable cost, facilitated by our innovative laboratory design.
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Affiliation(s)
- Mohamed Ibrahim Azzam
- Virology Unit, Microbiology Department, Central Laboratory for Environmental Quality Monitoring, National Water Research Center, El-Kanater El-Khairia 13621/6, Qalibia, Egypt.
| | - Mohamed A Nasr-Eldin
- Department of Botany and Microbiology, Faculty of Science, Benha University, Benha, 13511, Egypt
| | - Fafy A Mohammed
- Botany Department, Faculty of Women for Arts, Science and Education, Ain Shams University, Egypt
| | - Kawthar A Omran
- Department of Environmental Protection Technology, Applied College, Shaqra University, Al Quwayiyah, Saudi Arabia
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Lin Z, Ruan C, Xia R, Liao J, Zhu L, Wang D, Alvarez PJJ, Yu P. Bacterium-Phage Interactions Enhance Biofilm Resilience during Membrane Filtration Biofouling under Oxidative and Hydraulic Stresses. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025; 59:8614-8628. [PMID: 40145670 DOI: 10.1021/acs.est.5c00490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2025]
Abstract
Microbial interactions on membrane surfaces can facilitate biofilm formation and biofouling, which poses a significant challenge for pressure-driven membrane filtration systems. This multiomics study investigates the adaptive responses of bacterium-phage interactions under varying oxidative and hydraulic stress during membrane backwashing and their biological contributions to biofouling. Oxidative and hydraulic stress distinctly shaped bacteria and phage diversity and community composition. Under moderate oxidative backwashing (300 ppm of NaClO), diversity was maintained, with increased antioxidant enzyme activities, extracellular polymeric substance (EPS) production, and quorum sensing (QS) signaling, promoting bacterial resilience and biofilm formation. In contrast, excessive oxidative stress (600 ppm of NaClO) reduced bacteria and phage diversity, disrupted antioxidant responses, and increased microbial sensitivity. Hydraulic stress predominantly influenced viral diversity and co-occurrence network topology, favoring the expansion of broad host-range phages and lysogenic lifestyles under combined stresses. Phage-bacterium interaction analyses highlighted phages' adaptive preferences for hosts with high network centrality and broad ecological niches, which enhanced microbial interactions and resilience. Transcriptomic profiling demonstrated the early enrichment of genes associated with energy metabolism, ROS detoxification, and biofilm formation, followed by stabilization as biofilms matured. Phage-encoded auxiliary metabolic genes were involved in DNA repair, QS, and EPS biosynthesis, contributing to microbial adaptation through oxidative stress resistance and biofilm stabilization. Overall, these findings provide mechanistic insights into biofouling dynamics and highlight the need to optimize chlorine dosing to prevent suboptimal levels of microbial adaptation and biofouling.
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Affiliation(s)
- Zijun Lin
- State Key Laboratory of Soil Pollution Control and Safety, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Chujin Ruan
- Department of Environmental Microbiology, Swiss Federal Institute of Aquatic Science and Technology (Eawag), Dübendorf 8600, Switzerland
| | - Rong Xia
- State Key Laboratory of Soil Pollution Control and Safety, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
- Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan 314100, China
| | - Jingqiu Liao
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, Virginia 24060, United States
| | - Liang Zhu
- State Key Laboratory of Soil Pollution Control and Safety, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
- Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan 314100, China
| | - Dongsheng Wang
- State Key Laboratory of Soil Pollution Control and Safety, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
- Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan 314100, China
| | - Pedro J J Alvarez
- Department of Civil and Environmental Engineering and Rice WaTER Institute, Rice University, Houston, Texas 77005, United States
| | - Pingfeng Yu
- State Key Laboratory of Soil Pollution Control and Safety, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
- Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan 314100, China
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Liu J, Zhou Y, Feng J, Cai C, Zhang S. Comparative metagenomic analysis reveals the adaptive evolutionary traits of siboglinid tubeworm symbionts. Front Microbiol 2025; 16:1533506. [PMID: 40313410 PMCID: PMC12045306 DOI: 10.3389/fmicb.2025.1533506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2024] [Accepted: 03/28/2025] [Indexed: 05/03/2025] Open
Abstract
Tubeworms flourish in marine cold seeps and hydrothermal vents through the establishment of symbiotic relationships with chemosynthetic bacteria. However, the environmental adaptations and evolutionary relationships of tubeworm symbionts across diverse habitats and hosts remain largely unknown. In this study, we characterized the genomes of 26 siboglinid tubeworm symbionts collected from deep-sea hydrothermal vents, cold seeps, and deep-sea mud, including two sequenced in this study and 24 previously published. Phylogenetic analysis classified the 26 symbiont genomes into five distinct clusters at the genus level. The findings highlight the remarkable diversity in symbiont classification, influenced by the habitat and species of tubeworm, with the symbiont genome characteristics of various genera revealing unique evolutionary strategies. Siboglinid symbionts exhibit functional metabolic diversity, encompassing chemical autotrophic capabilities for carbon, nitrogen, and sulfur metabolism, hydrogen oxidation, and a chemoorganotrophic ability to utilize various amino acids, cofactors, and vitamins. Furthermore, the symbiont's homeostatic mechanisms and CRISPR-Cas system are vital adaptations for survival. Overall, this study highlights the metabolic traits of siboglinid symbionts across different genera and enhances our understanding of how different habitats and hosts influence symbiont evolution, offering valuable insights into the strategies that symbionts use to adapt and thrive in extreme environments.
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Affiliation(s)
- Jinyi Liu
- Research Centre of Ecology and Environment for Coastal Area and Deep Sea, Guangdong University of Technology, Guangzhou, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
- School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, China
- Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong University of Technology, Guangzhou, China
| | - Yingli Zhou
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
- Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong University of Technology, Guangzhou, China
| | - Jingchun Feng
- Research Centre of Ecology and Environment for Coastal Area and Deep Sea, Guangdong University of Technology, Guangzhou, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
- School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, China
- Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong University of Technology, Guangzhou, China
| | - Chaofeng Cai
- Research Centre of Ecology and Environment for Coastal Area and Deep Sea, Guangdong University of Technology, Guangzhou, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
- School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, China
- Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong University of Technology, Guangzhou, China
| | - Si Zhang
- Research Centre of Ecology and Environment for Coastal Area and Deep Sea, Guangdong University of Technology, Guangzhou, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
- School of Ecology, Environment and Resources, Guangdong University of Technology, Guangzhou, China
- Guangdong Basic Research Center of Excellence for Ecological Security and Green Development, Guangdong University of Technology, Guangzhou, China
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5
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Hu C, Lu JN, Chen Z, Tian L, Yin Y, Jiang G, Fei YH, Tang YT, Wang S, Jin C, Qiu R, Chao Y. Viral diversity and auxiliary metabolic genes in rare earth element mine drainage in South China. WATER RESEARCH 2025; 281:123666. [PMID: 40273602 DOI: 10.1016/j.watres.2025.123666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2025] [Revised: 03/25/2025] [Accepted: 04/16/2025] [Indexed: 04/26/2025]
Abstract
In extreme environments, viruses play a crucial role in regulating the structure and metabolic activities of microbial communities, thereby impacting the overall biogeochemical cycles. Previous research found that rare earth element acid mine drainage (REE-AMD) harbors a wide array of microbial species. However, our understanding of the viruses that infect these microorganisms remains limited. In this study, we utilized metagenomic analysis to explore the viral diversity, interactions between viruses and their hosts, as well as the viruses encoded auxiliary metabolic genes (AMGs) within REE-AMD. The results demonstrated that viral communities showed increased diversity with REEs pollution. Furthermore, AMGs exhibited habitat and host specificity. Viruses in water samples contaminated with REEs tended to encode AMGs related to cellular metabolic processes and stress responses to protect their hosts. In contrast, viruses in sediment samples were more likely to encode AMGs associated with nutrient competition, thereby expanding the ecological niches of hosts and viruses. Viruses would carry more AMGs from the dominant prokaryotes. Additionally, under REEs stress, viruses encode a greater number of carbon- and sulfur-related AMGs, influencing the carbon and sulfur cycles of microorganisms in REE-AMD. Overall, our study provides a first systematic characterization of the viral community in REE-AMD, which is crucial for understanding the intricate interactions among viruses, their hosts, and the surrounding environment.
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Affiliation(s)
- Chang Hu
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Jia-Nan Lu
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Ziwu Chen
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Li Tian
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Yalin Yin
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Gengbo Jiang
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Ying-Heng Fei
- School of Environmental Science and Engineering, Guangzhou University, Guangzhou 510006, PR China
| | - Ye-Tao Tang
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Shizhong Wang
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Chao Jin
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China
| | - Rongliang Qiu
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China; Guangdong Provincial Key Laboratory of Agricultural & Rural Pollution Abatement and Environmental Safety, College of Natural Resources and Environment, South China Agricultural University, Guangzhou 510642, PR China
| | - Yuanqing Chao
- School of Environmental Science and Engineering, Guangdong Provincial Key Laboratory of Environmental Pollution Control and Remediation Technology, Sun Yat-sen University, Guangzhou, 510006, PR China.
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6
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Guo X, Yu P, Guo J, Zhao HP, Lai CY. Viral auxiliary roles in hydrolytic and biosynthetic metabolism regulate prokaryotic microbial interactions in anaerobic digestion. WATER RESEARCH 2025; 274:123140. [PMID: 39824023 DOI: 10.1016/j.watres.2025.123140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Revised: 01/02/2025] [Accepted: 01/12/2025] [Indexed: 01/20/2025]
Abstract
Anaerobic digestion (AD) viruses have gained recognition as significant regulators of microbial interactions within AD communities, yet their ecological roles remain largely unexplored. In this study, we investigated the ecological roles of AD viruses in regulating microbial interactions among syntrophic hosts. We recovered 3921 diverse viral sequences from four full-scale anaerobic digesters and confirmed their widespread presence across 127 global metagenomic sampling sites (with >95 % sequence similarity), underscoring the ubiquity of prokaryotic viruses in AD-related systems. Through the construction of virus-prokaryote interactions (66.8 % validated at the transcriptional level) and analysis of viral-host transcriptional abundances, we identified significant associations between AD viruses and key processes, including hydrolysis, acidogenesis, and methanogenesis. Notably, polyvalent viruses were found to interact with both hydrolytic and fermentative communities. We further characterized viral auxiliary metabolism, hydrolytic substrate spectra, and microbial auxotrophy, showing that viruses not only could enhance the breakdown of complex substrates (e.g., cellulose, chitin, peptidoglycan) but also potentially supported the biosynthesis of essential nutrients (e.g., cysteine, methionine, heme, and cobalamin). These activities were proposed to regulate resource fluxes through alternating lysogenic and lytic cycles. Phylogenetic analysis of viral gene and horizontal gene transfer (HGT) identification suggest that AD viruses employ promiscuous infection on syntrophic hosts, potentially as an adaptive evolutionary strategy in the AD ecosystem. This study provides new insights into the ecological roles of AD viruses, highlighting their potential impact on the stability and functionality of AD systems.
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Affiliation(s)
- Xu Guo
- MOE Key Lab of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Science, Zhejiang University, Hangzhou, 310058, China
| | - Pingfeng Yu
- MOE Key Lab of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Science, Zhejiang University, Hangzhou, 310058, China
| | - Jianhua Guo
- Australian Centre for Water and Environmental Biotechnology (ACWEB, formerly AWMC), the University of Queensland, St. Lucia, Queensland 4072, Australia
| | - He-Ping Zhao
- MOE Key Lab of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Science, Zhejiang University, Hangzhou, 310058, China
| | - Chun-Yu Lai
- MOE Key Lab of Environmental Remediation and Ecosystem Health, College of Environmental and Resource Science, Zhejiang University, Hangzhou, 310058, China.
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7
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Álvarez B, Biosca EG. Harnessing the Activity of Lytic Bacteriophages to Foster the Sustainable Development Goals and the "One Health" Strategy. Viruses 2025; 17:549. [PMID: 40284992 PMCID: PMC12031508 DOI: 10.3390/v17040549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 03/29/2025] [Accepted: 04/01/2025] [Indexed: 04/29/2025] Open
Abstract
As bacteriophages (phages) are viruses that infect and destroy bacterial cells, they can be considered natural bactericides that can either directly or indirectly contribute to the achievement of the United Nations Sustainable Development Goals (UN SDGs) on health and well-being, food production and food security, as well as environmental protection and climate change mitigation, thus contributing to the success of the European "One Health" strategy to combat antimicrobial resistance in humans, animals, plants, and the environment. The biological activity of lytic bacteriophages can operate in the fields of microbiology and biotechnology for clinical, veterinary, agricultural, and industrial applications, among others, to achieve the proposed goals, mainly because the phages can help increase crop productivity by reducing bacterial diseases; constitute alternative therapies against infections caused by multidrug-resistant bacteria; can reduce populations of pathogenic bacteria that contaminate soil and water, therefore ensuring healthier and safer food production; and they can help reduce environmental pollution caused by the presence of agrochemicals and antibiotics. Phage-based therapies developed through research and innovation have the potential to promote greater global food security and health in a more environmentally friendly and eco-sustainable way.
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Affiliation(s)
- Belén Álvarez
- Departamento de Microbiología y Ecología, Universitat de València (UV), 46100 Valencia, Spain
- Área de Investigación Aplicada y Extensión Agraria, Instituto Madrileño de Investigación y Desarrollo Rural, Agrario y Alimentario (IMIDRA), 28805 Madrid, Spain;
| | - Elena G. Biosca
- Departamento de Microbiología y Ecología, Universitat de València (UV), 46100 Valencia, Spain
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Liu C, Chen Z, Wang X, Deng Y, Tao L, Zhou X, Deng J. Response of Soil Phage Communities and Prokaryote-Phage Interactions to Long-Term Drought. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2025; 59:3054-3066. [PMID: 39919201 DOI: 10.1021/acs.est.4c08448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/09/2025]
Abstract
Soil moisture is a fundamental factor affecting terrestrial ecosystem functions. In this study, microscopic enumeration and joint metaviromic and metagenomic sequencing were employed together to investigate the impact of prolonged drought on soil phage communities and their interactions with prokaryotes in a subtropical evergreen forest. Our findings revealed a marked reduction in the abundances of prokaryotic and viral-like particles, by 73.1% and 75.2%, respectively, and significantly altered the structure of prokaryotic and phage communities under drought. Meanwhile, drought substantially increased the fraction of prokaryotic communities containing lysogenic phages by 163%, as well as the proportion of temperate phages. Nonetheless, drought likely amplified negative prokaryote-phage interactions given the nearly doubled proportion of negative links in the prokaryote-phage co-occurrence network, as well as the higher frequency and diversity of antiphage defense systems found in prokaryotic genomes. Under drought, soil phages exerted greater top-down control on typical soil k-strategists including Acidobacteria and Chloroflexi. Moreover, phage-encoded auxiliary metabolic genes may impact host metabolism in biosynthesis-related functions. Collectively, the findings of this study underscore the profound impact of drought on soil phages and prokaryote-phage interactions. These results also emphasize the importance of managing soil moisture levels during soil amendment and microbiome manipulation to account for the influence of soil phages.
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Affiliation(s)
- Cong Liu
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
- Shanghai Key Lab for Urban Ecological Processes and Eco-Restorations, Shanghai 200241, China
| | - Zhijie Chen
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Xinlei Wang
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Yijun Deng
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Linfang Tao
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
| | - Xuhui Zhou
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
- Northeast Asia Ecosystem Carbon Sink Research Center (NACC), Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China
| | - Jie Deng
- Zhejiang Tiantong Forest Ecosystem National Observation and Research Station, Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China
- Shanghai Key Lab for Urban Ecological Processes and Eco-Restorations, Shanghai 200241, China
- Institute of Eco-Chongming, Shanghai 200241, China
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9
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Mahamud SMI, Oishy SH, Roy S, Pal K, Rubaiyat RN, Ansary MM. Comparative Genomic Analysis of 66 Bacteriophages Infecting Morganella morganii Strains. Curr Microbiol 2025; 82:137. [PMID: 39955358 DOI: 10.1007/s00284-025-04110-7] [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: 09/06/2024] [Accepted: 01/29/2025] [Indexed: 02/17/2025]
Abstract
Bacteriophages are viruses that specifically target bacteria and play a crucial role in influencing bacterial evolution and the transmission of antibiotic resistance. In this study, we explored the genomic profiles of 66 bacteriophages that infect Morganella morganii, an opportunistic pathogen associated with difficult-to-treat nosocomial and urinary tract infections. Our findings highlight the extraordinary diversity within this phage population, reflected in their genomic features, evolutionary relationships, and potential contributions to bacterial pathogenicity. The 66 phage genomes exhibited diversity in size, spanning from 6 to 115 kilobase pairs, reflecting a heterogeneous genetic material and coding potential. Their guanine-cytosine (G+C) content varied widely, from 43.3% to 64.6%, suggesting diverse evolutionary origins and adaptive strategies. Phylogenetic analysis identified ten distinct evolutionary clusters, some classified as singletons, highlighting unique evolutionary pathways. Several clusters included phages capable of infecting multiple M. morganii strains, indicating a broader host range and the potential for horizontal gene transfer. Genomic analysis also determined a substantial number of hypothetical proteins, underscoring the need for further investigation to clarify their functions. Importantly, we identified a wide array of antibiotic resistance and virulence-associated genes within these phage genomes, illuminating their potential to impact the treatment of M. morganii infections and develop new, more virulent strains. These findings highlight the critical role of phage-mediated gene transfer in shaping bacterial evolution and facilitating the transmission of antibiotic resistance.
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Affiliation(s)
- S M Iqbal Mahamud
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh.
| | - Sumaiya Hossain Oishy
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Sattajith Roy
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Kowshik Pal
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Rafid Nahian Rubaiyat
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
| | - Mahfuja Maisha Ansary
- Department of Biochemistry and Microbiology, North South University, Dhaka, Bangladesh
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10
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Tan Z, Chen W, Wei X, Qiu Z, Zhuang W, Zhang B, Xie J, Lin Y, Ren Y, Preis S, Wei C, Zhu S. Virus-bacterium interaction involved in element cycles in biological treatment of coking wastewater. BIORESOURCE TECHNOLOGY 2025; 416:131839. [PMID: 39557096 DOI: 10.1016/j.biortech.2024.131839] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 10/28/2024] [Accepted: 11/15/2024] [Indexed: 11/20/2024]
Abstract
Although prokaryotic microbes in coking wastewater (CWW) treatment have been comprehensively studied, the ecological functions of viruses remain unclear. A full-scale CWW biological treatment AOHO combination was studied for the virus-bacterium interactions involved in element cycles by metaviromics, metagenomics and physicochemical characteristics. Results showed the unique viromic profile with Cirlivirales and Petitvirales as the dominant viruses infecting functional bacteria hosts. The auxiliary metabolic genes (AMGs) focused on element cycles, including metabolisms of carbon (fadA), nitrogen (glnA), sulfur (mddA and cysK) and phosphorus (phoH). Other AMGs were involved in toxic tolerance of hosts, improving their cell membrane and wall robustness, antioxidant, DNA repair and cobalamin biosynthesis. Vice versa, the bloomed host provided fitness advantages for viruses. Dissolved oxygen was found to be the key factor shaping the distributions of viral community and AMGs. Summarizing, the study exposed the mutual virus-bacterium interaction in the AOHO combination providing stable treatment efficiency.
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Affiliation(s)
- Zhijie Tan
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Wenli Chen
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Xinyi Wei
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Zhaoji Qiu
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Weixiong Zhuang
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Baoshan Zhang
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Junting Xie
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Yuexia Lin
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China
| | - Yuan Ren
- School of Environment and Energy, South China University of Technology, Guangzhou 510006, PR China
| | - Sergei Preis
- Department of Materials and Environmental Technology, Tallinn University of Technology, Tallinn 19086, Estonia
| | - Chaohai Wei
- School of Environment and Energy, South China University of Technology, Guangzhou 510006, PR China.
| | - Shuang Zhu
- School of Life Sciences and Biopharmaceutics, Guangdong Provincial Key Laboratory of Pharmaceutical Bioactive Substances, Guangdong Pharmaceutical University, Guangzhou 510006, PR China.
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11
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Zang B, Zhou H, Zhao Y, Sano D, Chen R. Investigating potential auxiliary anaerobic digestion activity of phage under polyvinyl chloride microplastic stress. JOURNAL OF HAZARDOUS MATERIALS 2024; 480:135950. [PMID: 39326145 DOI: 10.1016/j.jhazmat.2024.135950] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Revised: 08/18/2024] [Accepted: 09/23/2024] [Indexed: 09/28/2024]
Abstract
Polyvinyl chloride (PVC) microplastics present in sewage were trapped in sludge, thereby hindering anaerobic digestion performance of waste active sludge (WAS). Phages regulate virocell metabolism by encoding auxiliary metabolic genes (AMGs) related to energy acquisition and material degradation, supporting hosts survive in harsh environments and play a crucial role in biogeochemical cycles. This study investigated the potential effects of phages on the recovery of WAS anaerobic digestion under PVC stress. We observed a significant alteration in the phage community induced by PVC microplastics. Phages encoded AMGs related to anaerobic digestion and cell growth probably alleviate PVC microplastics inhibition on WAS anaerobic digestion, and 54.2 % of hydrolysis-related GHs and 40.8 % of acidification-related AMGs were actively transcribed in the PVC-exposed group. Additionally, the degradation of chitin and peptidoglycan during hydrolysis and the conversion of glucose to pyruvate during acidification were more susceptible to phages. Prediction of phage-host relationship indicated that the phyla Pseudomonadota were predominantly targeted hosts by hydrolysis-related and acidification-related phages, and PVC toxicity had minimal impact on phage-host interaction. Our findings highlight the importance of phages in anaerobic digestion and provide a novel strategy for using phages in the functional recovery of microplastic-exposed sludge.
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Affiliation(s)
- Bei Zang
- Key Lab of Environmental Engineering, School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China
| | - Hang Zhou
- Key Lab of Environmental Engineering, School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China
| | - Yubin Zhao
- Key Lab of Environmental Engineering, School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China
| | - Daisuke Sano
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, 6-6-06 Aza-Aoba, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Rong Chen
- Key Lab of Environmental Engineering, School of Environmental and Municipal Engineering, Xi'an University of Architecture and Technology, Xi'an 710055, China; International S&T Cooperation Center for Urban Alternative Water Resources Development, Key Laboratory of Northwest Water Resource, Environment and Ecology, MOE, Xi'an University of Architecture and Technology, Xi'an 710055, China.
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12
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Zhu D, Liu SY, Sun MM, Yi XY, Duan GL, Ye M, Gillings MR, Zhu YG. Adaptive expression of phage auxiliary metabolic genes in paddy soils and their contribution toward global carbon sequestration. Proc Natl Acad Sci U S A 2024; 121:e2419798121. [PMID: 39602267 PMCID: PMC11626168 DOI: 10.1073/pnas.2419798121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 10/21/2024] [Indexed: 11/29/2024] Open
Abstract
Habitats with intermittent flooding, such as paddy soils, are crucial reservoirs in the global carbon pool; however, the effect of phage-host interactions on the biogeochemical cycling of carbon in paddy soils remains unclear. Hence, this study applied multiomics and global datasets integrated with validation experiments to investigate phage-host community interactions and the potential of phages to impact carbon sequestration in paddy soils. The results demonstrated that paddy soil phages harbor a diverse and abundant repertoire of auxiliary metabolic genes (AMGs) associated with carbon fixation, comprising 23.7% of the identified AMGs. The successful annotation of protein structures and promoters further suggested an elevated expression potential of these genes within their bacterial hosts. Moreover, environmental stressors, such as heavy metal contamination, cause genetic variation in paddy phages and up-regulate the expression of carbon fixation AMGs, as demonstrated by the significant enrichment of related metabolites (P < 0.05). Notably, the findings indicate that lysogenic phages infecting carbon-fixing hosts increased by 10.7% under heavy metal stress. In addition, in situ isotopic labeling experiments induced by mitomycin-C revealed that by increasing heavy metal concentrations, 13CO2 emissions from the treatment with added lysogenic phage decreased by approximately 17.9%. In contrast, 13C-labeled microbial biomass carbon content increased by an average of 35.4% compared to the control. These results suggest that paddy soil phages prominently influence the global carbon cycle, particularly under global change conditions. This research enhances our understanding of phage-host cooperation in driving carbon sequestration in paddy soils amid evolving environmental conditions.
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Affiliation(s)
- Dong Zhu
- Key Laboratory of Urban Environment and Health, Ningbo Observation and Research Station, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen361021, People’s Republic of China
- Zhejiang Key Laboratory of Urban Environmental Processes and Pollution Control, Chinese Academy of Sciences Haixi Industrial Technology Innovation Center in Beilun, Ningbo315830, People’s Republic of China
| | - Shu-Yue Liu
- National Engineering Research Center for Soil Nutrient Management and Pollution Remediation, Institute of Soil Science, Chinese Academy of Sciences, Nanjing210008, People’s Republic of China
| | - Ming-Ming Sun
- Soil Ecology Laboratory, College of Resources and Environmental Sciences, Nanjing Agricultural University, Nanjing210095, People’s Republic of China
| | - Xing-Yun Yi
- State Key Laboratory of Urban and Regional Ecology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing100085, People’s Republic of China
| | - Gui-Lan Duan
- State Key Laboratory of Urban and Regional Ecology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing100085, People’s Republic of China
| | - Mao Ye
- National Engineering Research Center for Soil Nutrient Management and Pollution Remediation, Institute of Soil Science, Chinese Academy of Sciences, Nanjing210008, People’s Republic of China
| | - Michael R. Gillings
- Department of Biological Sciences, Macquarie University, Sydney, NSW2109, Australia
| | - Yong-Guan Zhu
- State Key Laboratory of Urban and Regional Ecology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing100085, People’s Republic of China
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13
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Regar RK, Kamthan M, Gaur VK, Singh SP, Mishra S, Dwivedi S, Mishra A, Manickam N, Nautiyal CS. Microbiome divergence across four major Indian riverine water ecosystems impacted by anthropogenic contamination: A comparative metagenomic analysis. CHEMOSPHERE 2024; 368:143672. [PMID: 39500412 DOI: 10.1016/j.chemosphere.2024.143672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/30/2024] [Accepted: 11/01/2024] [Indexed: 11/14/2024]
Abstract
Rivers are critical ecosystems that support biodiversity and local livelihoods. This study aimed to evaluate the effects of metal contamination and anthropogenic activities on microbial and phage community dynamics within major Indian river ecosystems, focusing on the Ganga, Narmada, Cauvery, and Gomti rivers -using metagenomic techniques, Biolog, and ICP-MS analysis. Significant variations in microbial communities were observed both within each river and across the four systems, influenced by ecological factors like geography and hydrology, as well as anthropogenic pressures. Downstream sites consistently exhibited higher microbial diversity, with prevalence of Acidobacteria, Actinobacteria, Verrucomicrobia, Firmicutes, and Nitrospirae dominating, while Proteobacteria and Bacteroides declined. The Ganga River showed a higher abundance of bacteriophages compared to other rivers, which gradually reduced with the increment of anthropogenic impact. Functional gene analysis revealed correlations between carbon utilization and metal resistance in contaminated sites. ICP-MS analysis indicates elevated chromium and lead levels in downstream sites of all rivers compared to upstream sites. Interestingly, pristine upstream sites in the Ganga had higher trace element levels than those in Narmada and Cauvery, likely due to its Himalayan origin. Both the Ganga and Cauvery rivers contained numerous metal resistance genes. The Alaknanda was identified as the primary source of microbial communities, bacteriophages, trace elements, and heavy metals in the Ganga. These findings offer new insights into anthropogenic influences on river microbial dynamics and highlight the need for targeted monitoring and management strategies to preserve river health.
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Affiliation(s)
- Raj Kumar Regar
- Environmental Biotechnology Laboratory, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhavan, 31 Mahatma Gandhi Marg, Lucknow, Uttar Pradesh, 226001, India; Department of Biochemistry, School of Dental Sciences, Babu Banarsi Das University, Lucknow, Uttar Pradesh, 226028, India
| | - Mohan Kamthan
- Environmental Biotechnology Laboratory, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhavan, 31 Mahatma Gandhi Marg, Lucknow, Uttar Pradesh, 226001, India
| | - Vivek Kumar Gaur
- Environmental Biotechnology Laboratory, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhavan, 31 Mahatma Gandhi Marg, Lucknow, Uttar Pradesh, 226001, India
| | - Satyendra Pratap Singh
- CSIR-National Botanical Research Institute, Rana Pratap Marg, Lucknow, Uttar Pradesh 226001, India
| | - Seema Mishra
- CSIR-National Botanical Research Institute, Rana Pratap Marg, Lucknow, Uttar Pradesh 226001, India
| | - Sanjay Dwivedi
- CSIR-National Botanical Research Institute, Rana Pratap Marg, Lucknow, Uttar Pradesh 226001, India
| | - Aradhana Mishra
- CSIR-National Botanical Research Institute, Rana Pratap Marg, Lucknow, Uttar Pradesh 226001, India
| | - Natesan Manickam
- Environmental Biotechnology Laboratory, CSIR-Indian Institute of Toxicology Research, Vishvigyan Bhavan, 31 Mahatma Gandhi Marg, Lucknow, Uttar Pradesh, 226001, India.
| | - Chandra Shekhar Nautiyal
- CSIR-National Botanical Research Institute, Rana Pratap Marg, Lucknow, Uttar Pradesh 226001, India.
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14
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Qi H, Lv J, Liao J, Jin J, Ren Y, Tao Y, Wang D, Alvarez PJJ, Yu P. Metagenomic insights into microalgae-bacterium-virus interactions and viral functions in phycosphere facing environmental fluctuations. WATER RESEARCH 2024; 268:122676. [PMID: 39471530 DOI: 10.1016/j.watres.2024.122676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 10/18/2024] [Accepted: 10/19/2024] [Indexed: 11/01/2024]
Abstract
Despite the ecological and biotechnological significance of microalgae-bacterium symbionts, the response of host-virus interactions to external environmental fluctuations and the role of viruses in phycosphere remain largely unexplored. Herein, we employed algal-bacterial granular sludge (ABGS) with varying light intensity and organic carbon loading to investigate the mechanisms of microalgae-bacterium-virus symbionts in response to environmental fluctuations. Metagenomics revealed that enhanced light intensity decreased the diversity of microalgae, so did the diversity of symbiotic bacteria and viruses. As carbon sources decreased, bacteria prompted horizontal gene transfer in phycosphere by 12.76 %-157.40 %, increased the proportion of oligotrophs as keystone species (0.00 % vs 14.29 %) as well as viruses using oligotrophs as hosts (18.52 % vs 25.00 %). Furthermore, virus-carried auxiliary metabolic genes (AMGs) and biosynthetic gene clusters (BGCs) encoding vitamin B12 synthesis (e.g., cobS), antioxidation (e.g., queC), and microbial aggregation (e.g., cysE). Additionally, phylogenetic and similarity analysis further revealed the evolutionary origin and potential horizontal transfer of the AMGs and BGCs, which could potentially enhance the adaptability of bacteria and eukaryotic microalgae. Overall, our research demonstrates that environmental fluctuations have cascading effects on the microalgae-bacteria-virus interactions, and emphasizes the important role of viruses in maintaining the stability of the phycosphere symbiotic community.
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Affiliation(s)
- Huiyuan Qi
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Jiahui Lv
- Shenzhen Key Laboratory of Ecological Remediation and Carbon Sequestration, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, 518055, China; Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong 518055, China; Guangdong Provincial Key Laboratory of Advanced Biomaterials, Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Jingqiu Liao
- Department of Civil and Environmental Engineering, Virginia Tech, Blacksburg, VA 24060, USA
| | - Junhao Jin
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Yong Ren
- Shenzhen Key Laboratory of Ecological Remediation and Carbon Sequestration, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, 518055, China; Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong 518055, China
| | - Yi Tao
- Shenzhen Key Laboratory of Ecological Remediation and Carbon Sequestration, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, 518055, China; Guangdong Provincial Engineering Research Center for Urban Water Recycling and Environmental Safety, Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong 518055, China.
| | - Dongsheng Wang
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China
| | - Pedro J J Alvarez
- Department of Civil and Environmental Engineering and Rice WaTER Institute, Rice University, Houston, TX, 77005, USA
| | - Pingfeng Yu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan 314100, China.
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15
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Liao H, Liu C, Zhou S, Liu C, Eldridge DJ, Ai C, Wilhelm SW, Singh BK, Liang X, Radosevich M, Yang QE, Tang X, Wei Z, Friman VP, Gillings M, Delgado-Baquerizo M, Zhu YG. Prophage-encoded antibiotic resistance genes are enriched in human-impacted environments. Nat Commun 2024; 15:8315. [PMID: 39333115 PMCID: PMC11437078 DOI: 10.1038/s41467-024-52450-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 09/07/2024] [Indexed: 09/29/2024] Open
Abstract
The spread of antibiotic resistance genes (ARGs) poses a substantial threat to human health. Phage-mediated transduction could exacerbate ARG transmission. While several case studies exist, it is yet unclear to what extent phages encode and mobilize ARGs at the global scale and whether human impacts play a role in this across different habitats. Here, we combine 38,605 bacterial genomes, 1432 metagenomes, and 1186 metatranscriptomes across 12 contrasting habitats to explore the distribution of prophages and their cargo ARGs in natural and human-impacted environments. Worldwide, we observe a significant increase in the abundance, diversity, and activity of prophage-encoded ARGs in human-impacted habitats linked with relatively higher risk of past antibiotic exposure. This effect was driven by phage-encoded cargo ARGs that could be mobilized to provide increased resistance in heterologous E. coli host for a subset of analyzed strains. Our findings suggest that human activities have altered bacteria-phage interactions, enriching ARGs in prophages and making ARGs more mobile across habitats globally.
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Affiliation(s)
- Hanpeng Liao
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Chen Liu
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Shungui Zhou
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China.
| | - Chunqin Liu
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - David J Eldridge
- Centre for Ecosystem Science, School of Biological, Earth and Environmental Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Chaofan Ai
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Steven W Wilhelm
- Department of Microbiology, The University of Tennessee, Knoxville, TN, USA
| | - Brajesh K Singh
- Global Centre for Land-Based Innovation, Western Sydney University, Penrith, NSW, Australia
| | - Xiaolong Liang
- Key Laboratory of Pollution Ecology and Environmental Engineering, Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, Liaoning Province, China
| | - Mark Radosevich
- Department of Biosystems Engineering and Soil Science, The University of Tennessee, Knoxville, TN, USA
| | - Qiu-E Yang
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Xiang Tang
- Fujian Provincial Key Laboratory of Soil Environmental Health and Regulation, College of Resources and Environment, Fujian Agriculture and Forestry University, Fuzhou, China
| | - Zhong Wei
- Jiangsu Provincial Key Lab of Solid Organic Waste Utilization, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | | | - Michael Gillings
- ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, NSW, Australia
| | - Manuel Delgado-Baquerizo
- Laboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), Consejo Superior de Investigaciones Científicas, Seville, Spain.
| | - Yong-Guan Zhu
- State Key Laboratory of Urban and Regional Ecology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, China.
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16
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Shi Z, Long X, Zhang C, Chen Z, Usman M, Zhang Y, Zhang S, Luo G. Viral and Bacterial Community Dynamics in Food Waste and Digestate from Full-Scale Biogas Plants. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:13010-13022. [PMID: 38989650 DOI: 10.1021/acs.est.4c04109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/12/2024]
Abstract
Anaerobic digestion (AD) is commonly used in food waste treatment. Prokaryotic microbial communities in AD of food waste have been comprehensively studied. The role of viruses, known to affect microbial dynamics and metabolism, remains largely unexplored. This study employed metagenomic analysis and recovered 967 high-quality viral bins within food waste and digestate derived from 8 full-scale biogas plants. The diversity of viral communities was higher in digestate. In silico predictions linked 20.8% of viruses to microbial host populations, highlighting possible virus predators of key functional microbes. Lineage-specific virus-host ratio varied, indicating that viral infection dynamics might differentially affect microbial responses to the varying process parameters. Evidence for virus-mediated gene transfer was identified, emphasizing the potential role of viruses in controlling the microbiome. AD altered the specific process parameters, potentially promoting a shift in viral lifestyle from lysogenic to lytic. Viruses encoding auxiliary metabolic genes (AMGs) were involved in microbial carbon and nutrient cycling, and most AMGs were transcriptionally expressed in digestate, meaning that viruses with active functional states were likely actively involved in AD. These findings provided a comprehensive profile of viral and bacterial communities and expanded knowledge of the interactions between viruses and hosts in food waste and digestate.
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Affiliation(s)
- Zhijian Shi
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
| | - Xinyi Long
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
| | - Chao Zhang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
| | - Zheng Chen
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
| | - Muhammad Usman
- Department of Civil and Environmental Engineering, University of Alberta, Edmonton, AB T6G 2R3, Canada
| | - Yalei Zhang
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
- State Key Laboratory of Pollution Control and Resources Reuse, College of Environmental Science and Engineering, Tongji University, Shanghai 200092, China
| | - Shicheng Zhang
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
- Shanghai Technical Service Platform for Pollution Control and Resource Utilization of Organic Wastes, Shanghai 200438, China
| | - Gang Luo
- Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention (LAP3), Department of Environmental Science and Engineering, Fudan University, Shanghai 200438, China
- Shanghai Institute of Pollution Control and Ecological Security, Shanghai 200092, China
- Shanghai Technical Service Platform for Pollution Control and Resource Utilization of Organic Wastes, Shanghai 200438, China
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17
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Zhu Y, Yan S, Chen X, Li Y, Xie S. Thallium spill shifts the structural and functional characteristics of viral communities with different lifestyles in river sediments. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 947:174531. [PMID: 38971241 DOI: 10.1016/j.scitotenv.2024.174531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/10/2024] [Accepted: 07/03/2024] [Indexed: 07/08/2024]
Abstract
Thallium (Tl), a highly toxic heavy metal, can affect microbial community, while little is known about its effect on viral community. The present study investigated the variation of viral communities, as well as their interactions with microbial hosts under Tl stress. Tl in sediments significantly altered the composition and diversity of the viral communities, but showed no significant links with the prokaryotic communities, which may reveal a potential discrepancy in the sensitivity of the viral and prokaryotic communities to heavy metal stress. Auxiliary metabolic genes (AMGs) involved in denitrification, methane oxidation and organic sulfur transformation were enriched at T1-contaminated sites, while the abundance of AMGs related to methanogenesis and sulfate reduction were higher at pristine sites. Specially, the enrichment of AMGs involved in assimilatory sulfate reduction in Tl-contaminated sites could possibly reduce Tl bioavailability by enhancing the microbially-driven sulfur cycling to generate sulfides that could be complexed with Tl. Moreover, there was a significantly positive correlation between virus-carrying metal resistant genes and the sedimentary Tl concentration, implying that Tl contamination might enhance the metal resistant potential of the viruses. Serving as the functional gene reservoir, the response of viral AMGs to Tl stress could represent a potential pathway for microorganisms to be adapted to the metal-polluted environments. Our study provided novel insights into the impact of Tl spill on viral communities, shedding light on functional characteristics and the links of virus-host interaction with Tl level.
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Affiliation(s)
- Ying Zhu
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Shuang Yan
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Xiuli Chen
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Yangyang Li
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China
| | - Shuguang Xie
- State Key Joint Laboratory of Environmental Simulation and Pollution Control, College of Environmental Sciences and Engineering, Peking University, Beijing 100871, China.
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18
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Li L, Zhou M, Yu M, Ren X, Li L, Shen C, Deng C, Liu Y, Yang B. Correlation between the development of phage resistance and the original antibiotic resistance of host bacteria under the co-exposure of antibiotic and bacteriophage. ENVIRONMENTAL RESEARCH 2024; 252:118921. [PMID: 38631474 DOI: 10.1016/j.envres.2024.118921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 04/08/2024] [Accepted: 04/10/2024] [Indexed: 04/19/2024]
Abstract
Bacteriophages (phages) are viruses capable of regulating the proliferation of antibiotic resistant bacteria (ARB). However, phages that directly cause host lethality may quickly select for phage resistant bacteria, and the co-evolutionary trade-offs under varying environmental conditions, including the presence of antibiotics, remains unclear as to their impact on phage and antibiotic resistance. Here, we report the emergence of phage resistance in three distinct E. coli strains with varying resistance to β-lactam antibiotics, treated with different ampicillin (AMP) concentrations. Hosts exhibiting stronger antibiotic resistance demonstrated a higher propensity to develop and maintain stable phage resistance. When exposed to polyvalent phage KNT-1, the growth of AMP-sensitive E. coli K12 was nearly suppressed within 18 h, while the exponential growth of AMP-resistant E. coli TEM and super-resistant E. coli NDM-1 was delayed by 12 h and 8 h, respectively. The mutation frequency and mutated colony count of E. coli NDM-1 were almost unaffected by co-existing AMP, whereas for E. coli TEM and K12, these metrics significantly decreased with increasing AMP concentration from 8 to 50 μg/mL, becoming unquantifiable at 100 μg/mL. Furthermore, the fitness costs of phage resistance mutation and its impact on initial antibiotic resistance in bacteria were further examined, through analyzing AMP susceptibility, biofilm formation and EPS secretion of the isolated phage resistant mutants. The results indicated that acquiring phage resistance could decrease antibiotic resistance, particularly for hosts lacking strong antibiotic resistance. The ability of mutants to form biofilm contributes to antibiotic resistance, but the correlation is not entirely positive, while the secretion of extracellular polymeric substance (EPS), especially the protein content, plays a crucial role in protecting the bacteria from both antibiotic and phage exposure. This study explores phage resistance development in hosts with different antibiotic resistance and helps to understand the limitations and possible solutions of phage-based technologies.
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Affiliation(s)
- Lingli Li
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China; State Key Laboratory of Hydraulics and Mountain River Engineering, College of Architecture and Environment, Sichuan University, Chengdu, 610065, PR China; Research Institute of Industrial Hazardous Waste Disposal and Resource Utilization, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China.
| | - Mengya Zhou
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Ming Yu
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Xu Ren
- Sichuan Provincial Engineering Research Center of City Solid Waste Energy and Building Materials Conversion and Utilization Technology, Chengdu, 610065, PR China
| | - Linzhi Li
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Chunjun Shen
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Chunping Deng
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Yucheng Liu
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China; Research Institute of Industrial Hazardous Waste Disposal and Resource Utilization, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
| | - Bing Yang
- College of Chemistry and Chemical Engineering, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China; Research Institute of Industrial Hazardous Waste Disposal and Resource Utilization, Southwest Petroleum University, Chengdu, Sichuan, 610500, PR China
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