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Calderón-Osorno M, Rojas-Villalta D, Lejzerowicz F, Cortés J, Arias-Andres M, Rojas-Jimenez K. The influence of depth on the global deep-sea plasmidome. Sci Rep 2025; 15:2959. [PMID: 39849009 PMCID: PMC11757743 DOI: 10.1038/s41598-025-86098-5] [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: 09/01/2024] [Accepted: 01/08/2025] [Indexed: 01/25/2025] Open
Abstract
Plasmids play a crucial role in facilitating genetic exchange and enhancing the adaptability of microbial communities. Despite their importance, environmental plasmids remain understudied, particularly those in fragile and underexplored ecosystems such as the deep-sea. In this paper we implemented a bioinformatics pipeline to study the composition, diversity, and functional attributes of plasmid communities (plasmidome) in 81 deep-sea metagenomes from the Tara and Malaspina expeditions, sampled from the Pacific, Atlantic, and Indian Oceans at depths ranging from 270 to 4005 m. We observed an association between depth and plasmid traits, with the 270-1000 m range (mesopelagic samples) exhibiting the highest number of plasmids and the largest plasmid sizes. Plasmids of Alphaproteobacteria and Gammaproteobacteria were predominant across the oceans, particularly in this depth range, which also showed the highest species diversity and abundance of metabolic pathways, including aromatic compound degradation. Surprisingly, relatively few antibiotic resistance genes were found in the deep-sea ecosystem, with most being found in the mesopelagic layer. These included classes such as beta-lactamase, biocide resistance, and aminoglycosides. Our study also identified the MOBP and MOBQ relaxase families as prevalent across various taxonomic classes. This research underscores the importance of studying the plasmidome independently from the chromosomal context. Our limited understanding of the deep-sea's microbial ecology, especially its plasmidome, necessitates caution in human activities like mining. Such activities could have unforeseen impacts on this largely unexplored ecosystem.
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Affiliation(s)
- Melany Calderón-Osorno
- Costa Rica National High Technology Center (CeNAT), Pavas, San José, 10108, Costa Rica.
- Maestría académica en Biología con enfásis en genética y biología molecular, University of Costa Rica, San Pedro, San José, 11501-20260, Costa Rica.
| | - Dorian Rojas-Villalta
- Costa Rica National High Technology Center (CeNAT), Pavas, San José, 10108, Costa Rica
| | - Franck Lejzerowicz
- Section for Aquatic Biology and Toxicology, University of Oslo, Blindernveien 31, 0371, Oslo, Norway
| | - Jorge Cortés
- Centro de Investigación en Ciencias del Mar y Limnología (CIMAR), University of Costa Rica, San Pedro, San José, 11501-20260, Costa Rica
- Biology School, University of Costa Rica, San Pedro, San José, 11501-20260, Costa Rica
| | - Maria Arias-Andres
- Central American Institute for Studies on Toxic Substances, Universidad Nacional, Campus Omar Dengo, Heredia, 86-3000, Costa Rica
| | - Keilor Rojas-Jimenez
- Biology School, University of Costa Rica, San Pedro, San José, 11501-20260, Costa Rica.
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Tokuda M, Shintani M. Microbial evolution through horizontal gene transfer by mobile genetic elements. Microb Biotechnol 2024; 17:e14408. [PMID: 38226780 PMCID: PMC10832538 DOI: 10.1111/1751-7915.14408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 12/20/2023] [Accepted: 01/02/2024] [Indexed: 01/17/2024] Open
Abstract
Mobile genetic elements (MGEs) are crucial for horizontal gene transfer (HGT) in bacteria and facilitate their rapid evolution and adaptation. MGEs include plasmids, integrative and conjugative elements, transposons, insertion sequences and bacteriophages. Notably, the spread of antimicrobial resistance genes (ARGs), which poses a serious threat to public health, is primarily attributable to HGT through MGEs. This mini-review aims to provide an overview of the mechanisms by which MGEs mediate HGT in microbes. Specifically, the behaviour of conjugative plasmids in different environments and conditions was discussed, and recent methodologies for tracing the dynamics of MGEs were summarised. A comprehensive understanding of the mechanisms underlying HGT and the role of MGEs in bacterial evolution and adaptation is important to develop strategies to combat the spread of ARGs.
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Affiliation(s)
- Maho Tokuda
- Department of Environment and Energy Systems, Graduate School of Science and TechnologyShizuoka UniversityHamamatsuJapan
| | - Masaki Shintani
- Department of Environment and Energy Systems, Graduate School of Science and TechnologyShizuoka UniversityHamamatsuJapan
- Research Institute of Green Science and TechnologyShizuoka UniversityHamamatsuJapan
- Japan Collection of MicroorganismsRIKEN BioResource Research CenterIbarakiJapan
- Graduate School of Integrated Science and TechnologyShizuoka UniversityHamamatsuJapan
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Chen D, Yin Y, Hu Y, Cao L, Zhao C, Li B. Transposon-aided capture (TRACA) of plasmids from the human gut. Lett Appl Microbiol 2023; 76:ovad132. [PMID: 38031336 DOI: 10.1093/lambio/ovad132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 11/12/2023] [Accepted: 11/28/2023] [Indexed: 12/01/2023]
Abstract
The gut microbiota consists of a vast and diverse assemblage of microorganisms that play a pivotal role in maintaining host health. Nevertheless, a significant portion of the human gut microbiota remains uncultivated. Plasmids, a type of MGE, assume a critical function in the biological evolution and adaptation of bacteria to varying environments. To investigate the plasmids present within the gut microbiota community, we used the transposon-aided capture method (TRACA) to explore plasmids derived from the gut microbiota. In this study, fecal samples were collected from two healthy human volunteers and subsequently subjected to the TRACA method for plasmid isolation. Then, the complete sequence of the plasmids was obtained using the genome walking method, and sequence identity was also analyzed. A total of 15 plasmids were isolated. At last, 13 plasmids were successfully sequenced, of which 12 plasmids were highly identical to the plasmids in the National Center for Biotechnology Information (NCBI) database and were all small plasmids. Furthermore, a putative novel plasmid, named pMRPHD, was isolated, which had mobilized elements (oriT and oriV) and a potential type II restriction-modification (R-M) system encoded by DNA cytosine methyltransferase and type II restriction enzyme (Ban I), whose specific functions and applications warrant further exploration.
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Affiliation(s)
- Dan Chen
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
| | - Yeshi Yin
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
| | - Yunfei Hu
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
| | - Linyan Cao
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
| | - Changhui Zhao
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
| | - Baiyuan Li
- Key Laboratory of Comprehensive Utilization of Advantage Plants Resources in Hunan South, Hunan Engineering Research Center for Research and Development of Plant Resources in Nanling Area, College of Chemistry and Bioengineering, Hunan University of Science and Engineering, 130 Yangzitang Road, Lingling District, Yongzhou 425199, Hunan Province, China
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Goswami A, Adkins-Jablonsky SJ, Barreto Filho MM, Shilling MD, Dawson A, Heiser S, O’Connor A, Walker M, Roberts Q, Morris JJ. Heavy Metal Pollution Impacts Soil Bacterial Community Structure and Antimicrobial Resistance at the Birmingham 35th Avenue Superfund Site. Microbiol Spectr 2023; 11:e0242622. [PMID: 36951567 PMCID: PMC10101053 DOI: 10.1128/spectrum.02426-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 02/23/2023] [Indexed: 03/24/2023] Open
Abstract
Heavy metals (HMs) are known to modify bacterial communities both in the laboratory and in situ. Consequently, soils in HM-contaminated sites such as the U.S. Environmental Protection Agency (EPA) Superfund sites are predicted to have altered ecosystem functioning, with potential ramifications for the health of organisms, including humans, that live nearby. Further, several studies have shown that heavy metal-resistant (HMR) bacteria often also display antimicrobial resistance (AMR), and therefore HM-contaminated soils could potentially act as reservoirs that could disseminate AMR genes into human-associated pathogenic bacteria. To explore this possibility, topsoil samples were collected from six public locations in the zip code 35207 (the home of the North Birmingham 35th Avenue Superfund Site) and in six public areas in the neighboring zip code, 35214. 35027 soils had significantly elevated levels of the HMs As, Mn, Pb, and Zn, and sequencing of the V4 region of the bacterial 16S rRNA gene revealed that elevated HM concentrations correlated with reduced microbial diversity and altered community structure. While there was no difference between zip codes in the proportion of total culturable HMR bacteria, bacterial isolates with HMR almost always also exhibited AMR. Metagenomes inferred using PICRUSt2 also predicted significantly higher mean relative frequencies in 35207 for several AMR genes related to both specific and broad-spectrum AMR phenotypes. Together, these results support the hypothesis that chronic HM pollution alters the soil bacterial community structure in ecologically meaningful ways and may also select for bacteria with increased potential to contribute to AMR in human disease. IMPORTANCE Heavy metals cross-select for antimicrobial resistance in laboratory experiments, but few studies have documented this effect in polluted soils. Moreover, despite decades of awareness of heavy metal contamination at the EPA Superfund site in North Birmingham, Alabama, this is the first analysis of the impact of this pollution on the soil microbiome. Specifically, this work advances the understanding of the relationship between heavy metals, microbial diversity, and patterns of antibiotic resistance in North Birmingham soils. Our results suggest that polluted soils carry a risk of increased exposure to antibiotic-resistant infections in addition to the direct health consequences of heavy metals. Our work provides important information relevant to both political and scientific efforts to advance environmental justice for the communities that call Superfund neighborhoods home.
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Affiliation(s)
- Anuradha Goswami
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Sarah J. Adkins-Jablonsky
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Alabama College of Osteopathic Medicine, Dothan, Alabama, USA
| | | | - Michelle D. Shilling
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Alex Dawson
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Sabrina Heiser
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Aisha O’Connor
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Melissa Walker
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Qutia Roberts
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - J. Jeffrey Morris
- Department of Biology, University of Alabama at Birmingham, Birmingham, Alabama, USA
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