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Chen J, Jia Y, Sun Y, Liu K, Zhou C, Liu C, Li D, Liu G, Zhang C, Yang T, Huang L, Zhuang Y, Wang D, Xu D, Zhong Q, Guo Y, Li A, Seim I, Jiang L, Wang L, Lee SMY, Liu Y, Wang D, Zhang G, Liu S, Wei X, Yue Z, Zheng S, Shen X, Wang S, Qi C, Chen J, Ye C, Zhao F, Wang J, Fan J, Li B, Sun J, Jia X, Xia Z, Zhang H, Liu J, Zheng Y, Liu X, Wang J, Yang H, Kristiansen K, Xu X, Mock T, Li S, Zhang W, Fan G. Global marine microbial diversity and its potential in bioprospecting. Nature 2024; 633:371-379. [PMID: 39232160 PMCID: PMC11390488 DOI: 10.1038/s41586-024-07891-2] [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: 09/09/2023] [Accepted: 07/31/2024] [Indexed: 09/06/2024]
Abstract
The past two decades has witnessed a remarkable increase in the number of microbial genomes retrieved from marine systems1,2. However, it has remained challenging to translate this marine genomic diversity into biotechnological and biomedical applications3,4. Here we recovered 43,191 bacterial and archaeal genomes from publicly available marine metagenomes, encompassing a wide range of diversity with 138 distinct phyla, redefining the upper limit of marine bacterial genome size and revealing complex trade-offs between the occurrence of CRISPR-Cas systems and antibiotic resistance genes. In silico bioprospecting of these marine genomes led to the discovery of a novel CRISPR-Cas9 system, ten antimicrobial peptides, and three enzymes that degrade polyethylene terephthalate. In vitro experiments confirmed their effectiveness and efficacy. This work provides evidence that global-scale sequencing initiatives advance our understanding of how microbial diversity has evolved in the oceans and is maintained, and demonstrates how such initiatives can be sustainably exploited to advance biotechnology and biomedicine.
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Affiliation(s)
- Jianwei Chen
- BGI Research, Qingdao, China
- BGI Research, Shenzhen, China
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | - Ying Sun
- BGI Research, Qingdao, China.
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China.
| | - Kun Liu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | | | - Chuan Liu
- BGI Research, Shenzhen, China
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | | | | | - Chengsong Zhang
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | - Tao Yang
- China National GeneBank, BGI Research, Shenzhen, China
- Guangdong Genomics Data Center, BGI Research, Shenzhen, China
| | | | - Yunyun Zhuang
- Key Laboratory of Environment and Ecology, Ministry of Education, Ocean University of China, Qingdao, China
| | - Dazhi Wang
- State Key Laboratory of Marine Environmental Science, College of the Environment and Ecology, Xiamen University, Xiamen, China
| | | | | | - Yang Guo
- BGI Research, Qingdao, China
- Center of Deep-Sea Research, Institute of Oceanology, Chinese Academy of Sciences, Qingdao, China
| | | | - Inge Seim
- Marine Mammal and Marine Bioacoustics Laboratory, Institute of Deep-Sea Science and Engineering, Chinese Academy of Sciences, Sanya, China
| | - Ling Jiang
- College of Food Science and Light Industry, Nanjing Tech University, Nanjing, China
| | - Lushan Wang
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | - Simon Ming Yuen Lee
- Department of Food Science and Nutrition, and PolyU-BGI Joint Research Centre for Genomics and Synthetic Biology in Global Deep Ocean Resource, The Hong Kong Polytechnic University, Hong Kong, China
| | - Yujing Liu
- BGI Research, Qingdao, China
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China
| | | | - Guoqiang Zhang
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | | | - Xiaofeng Wei
- China National GeneBank, BGI Research, Shenzhen, China
- Guangdong Genomics Data Center, BGI Research, Shenzhen, China
| | | | - Shanmin Zheng
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | | | - Sen Wang
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China
| | - Chen Qi
- BGI Research, Shenzhen, China
| | - Jing Chen
- Guangdong Genomics Data Center, BGI Research, Shenzhen, China
| | - Chen Ye
- BGI Research, Shenzhen, China
| | | | | | - Jie Fan
- BGI Research, Qingdao, China
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China
| | | | | | - Xiaodong Jia
- Joint Laboratory for Translational Medicine Research, Liaocheng People's Hospital, Liaocheng, China
| | - Zhangyong Xia
- Department of Neurology, The Second People's Hospital of Liaocheng, Liaocheng, China
| | - He Zhang
- BGI Research, Qingdao, China
- BGI Research, Shenzhen, China
| | | | | | - Xin Liu
- BGI Research, Qingdao, China
- BGI Research, Shenzhen, China
| | | | | | - Karsten Kristiansen
- BGI Research, Shenzhen, China
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China
- Laboratory of Genomics and Molecular Biomedicine, Department of Biology, University of Copenhagen, Copenhagen, Denmark
| | - Xun Xu
- BGI Research, Qingdao, China
- BGI Research, Shenzhen, China
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China
- State Key Laboratory of Agricultural Genomics, BGI Research, Shenzhen, China
| | - Thomas Mock
- School of Environmental Sciences, University of East Anglia, Norwich Research Park, Norwich, UK.
| | - Shengying Li
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, China.
- Laboratory for Marine Biology and Biotechnology, Qingdao Marine Science and Technology Center, Qingdao, China.
| | - Wenwei Zhang
- BGI Research, Shenzhen, China.
- State Key Laboratory of Agricultural Genomics, BGI Research, Shenzhen, China.
| | - Guangyi Fan
- BGI Research, Qingdao, China.
- BGI Research, Shenzhen, China.
- Qingdao Key Laboratory of Marine Genomics and Qingdao-Europe Advanced Institute for Life Sciences, BGI Research, Qingdao, China.
- Department of Food Science and Nutrition, and PolyU-BGI Joint Research Centre for Genomics and Synthetic Biology in Global Deep Ocean Resource, The Hong Kong Polytechnic University, Hong Kong, China.
- State Key Laboratory of Agricultural Genomics, BGI Research, Shenzhen, China.
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Saati-Santamaría Z, Flores-Félix JD, Igual JM, Velázquez E, García-Fraile P, Martínez-Molina E. Speciation Features of Ferdinandcohnia quinoae sp. nov to Adapt to the Plant Host. J Mol Evol 2024; 92:169-180. [PMID: 38502221 PMCID: PMC10978704 DOI: 10.1007/s00239-024-10164-1] [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: 02/15/2024] [Accepted: 03/08/2024] [Indexed: 03/21/2024]
Abstract
The bacterial strain SECRCQ15T was isolated from seeds of Chenopodium quinoa in Spain. Phylogenetic, chemotaxonomic, and phenotypic analyses, as well as genome similarity indices, support the classification of the strain into a novel species of the genus Ferdinandcohnia, for which we propose the name Ferdinandcohnia quinoae sp. nov. To dig deep into the speciation features of the strain SECRCQ15T, we performed a comparative genomic analysis of the genome of this strain and those of the type strains of species from the genus Ferdinandcohnia. We found several genes related with plant growth-promoting mechanisms within the SECRCQ15T genome. We also found that singletons of F. quinoae SECRCQ15T are mainly related to the use of carbohydrates, which is a common trait of plant-associated bacteria. To further reveal speciation events in this strain, we revealed genes undergoing diversifying selection (e.g., genes encoding ribosomal proteins) and functions likely lost due to pseudogenization. Also, we found that this novel species contains 138 plant-associated gene-cluster functions that are unique within the genus Ferdinandcohnia. These features may explain both the ecological and taxonomical differentiation of this new taxon.
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Affiliation(s)
- Zaki Saati-Santamaría
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Instituto de Investigación en Agrobiotecnología (CIALE), Universidad de Salamanca, Salamanca, Spain
- Institute of Microbiology of the Czech Academy of Sciences, Vídeňská, Prague, Czech Republic
| | | | - José M Igual
- Instituto de Recursos Naturales y Agrobiología, IRNASA-CSIC, Salamanca, Spain
- Unidad Asociada Grupo de Interacción Planta-Microorganismo, Universidad de Salamanca-IRNASA-CSIC, Salamanca, Spain
| | - Encarna Velázquez
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Instituto de Investigación en Agrobiotecnología (CIALE), Universidad de Salamanca, Salamanca, Spain
- Unidad Asociada Grupo de Interacción Planta-Microorganismo, Universidad de Salamanca-IRNASA-CSIC, Salamanca, Spain
| | - Paula García-Fraile
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain.
- Instituto de Investigación en Agrobiotecnología (CIALE), Universidad de Salamanca, Salamanca, Spain.
- Unidad Asociada Grupo de Interacción Planta-Microorganismo, Universidad de Salamanca-IRNASA-CSIC, Salamanca, Spain.
| | - Eustoquio Martínez-Molina
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Instituto de Investigación en Agrobiotecnología (CIALE), Universidad de Salamanca, Salamanca, Spain
- Unidad Asociada Grupo de Interacción Planta-Microorganismo, Universidad de Salamanca-IRNASA-CSIC, Salamanca, Spain
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Alas I, Braun DR, Ericksen SS, Salamzade R, Kalan L, Rajski SR, Bugni TS. Micromonosporaceae biosynthetic gene cluster diversity highlights the need for broad-spectrum investigations. Microb Genom 2024; 10:001167. [PMID: 38175683 PMCID: PMC10868606 DOI: 10.1099/mgen.0.001167] [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: 08/16/2023] [Accepted: 12/07/2023] [Indexed: 01/05/2024] Open
Abstract
Investigations of the bacterial family Micromonosporaceae have enabled the development of secondary metabolites critical to human health. Historical investigation of bacterial families for natural product discovery has focused on terrestrial strains, where time-consuming isolation processes often lead to the rediscovery of known compounds. To investigate the secondary metabolite potential of marine-derived Micromonosporaceae , 38 strains were sequenced, assembled and analysed using antiSMASH and BiG-SLiCE. BiG-SLiCE contains a near-comprehensive dataset of approximately 1.2 million publicly available biosynthetic gene clusters from primarily terrestrial strains. Our marine-derived Micromonosporaceae were directly compared to BiG-SLiCE’s preprocessed database using BiG-SLiCE’s query mode; genetic diversity within our strains was uncovered using BiG-SCAPE and metric multidimensional scaling analysis. Our analysis of marine-derived Micromonosporaceae emphasizes the clear need for broader genomic investigations of marine strains to fully realize their potential as sources of new natural products.
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Affiliation(s)
- Imraan Alas
- Pharmaceutical Sciences Division, University of Wisconsin–Madison, Madison, WI, USA
| | - Doug R. Braun
- Pharmaceutical Sciences Division, University of Wisconsin–Madison, Madison, WI, USA
| | - Spencer S. Ericksen
- Small Molecule Screening Facility, UW Carbone Cancer Center, Madison, WI, USA
| | - Rauf Salamzade
- Department of Medical Microbiology & Immunology, University of Wisconsin–Madison, Madison, WI, USA
- Department of Biochemistry & Biomedical Sciences, McMaster University, Health Sciences Centre, Hamilton, ON, Canada
| | - Lindsay Kalan
- Department of Medical Microbiology & Immunology, University of Wisconsin–Madison, Madison, WI, USA
- Department of Biochemistry & Biomedical Sciences, McMaster University, Health Sciences Centre, Hamilton, ON, Canada
| | - Scott R. Rajski
- Pharmaceutical Sciences Division, University of Wisconsin–Madison, Madison, WI, USA
| | - Tim S. Bugni
- Pharmaceutical Sciences Division, University of Wisconsin–Madison, Madison, WI, USA
- Small Molecule Screening Facility, UW Carbone Cancer Center, Madison, WI, USA
- Lachman Institute for Pharmaceutical Development, University of Wisconsin–Madison, Madison, WI, USA
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4
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Covas C, Figueiredo G, Gomes M, Santos T, Mendo S, Caetano TS. The Pangenome of Gram-Negative Environmental Bacteria Hides a Promising Biotechnological Potential. Microorganisms 2023; 11:2445. [PMID: 37894103 PMCID: PMC10609062 DOI: 10.3390/microorganisms11102445] [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: 09/05/2023] [Revised: 09/18/2023] [Accepted: 09/22/2023] [Indexed: 10/29/2023] Open
Abstract
Secondary metabolites (SMs) from environmental bacteria offer viable solutions for various health and environmental challenges. Researchers are employing advanced bioinformatic tools to investigate less-explored microorganisms and unearth novel bioactive compounds. In this research area, our understanding of SMs from environmental Gram-negative bacteria lags behind that of its Gram-positive counterparts. In this regard, Pedobacter spp. have recently gained attention, not only for their role as plant growth promoters but also for their potential in producing antimicrobials. This study focuses on the genomic analysis of Pedobacter spp. to unveil the diversity of the SMs encoded in their genomes. Among the 41 genomes analyzed, a total of 233 biosynthetic gene clusters (BGCs) were identified, revealing the potential for the production of diverse SMs, including RiPPs (27%), terpenes (22%), hybrid SMs (17%), PKs (12%), NRPs (9%) and siderophores (6%). Overall, BGC distribution did not correlate with phylogenetic lineage and most of the BGCs showed no significant hits in the MIBiG database, emphasizing the uniqueness of the compounds that Pedobacter spp. can produce. Of all the species examined, P. cryoconitis and P. lusitanus stood out for having the highest number and diversity of BGCs. Focusing on their applicability and ecological functions, we investigated in greater detail the BGCs responsible for siderophore and terpenoid production in these species and their relatives. Our findings suggest that P. cryoconitis and P. lusitanus have the potential to produce novel mixtures of siderophores, involving bifunctional IucAC/AcD NIS synthetases, as well as carotenoids and squalene. This study highlights the biotechnological potential of Pedobacter spp. in medicine, agriculture and other industries, emphasizing the need for a continued exploration of its SMs and their applications.
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Affiliation(s)
| | | | | | | | | | - Tânia S. Caetano
- CESAM and Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal; (C.C.); (G.F.); (S.M.)
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5
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Xia T, Teng K, Liu Y, Guo Y, Huang F, Tahir M, Wang T, Zhong J. A Novel Two-Component Bacteriocin, Acidicin P, and Its Key Residues for Inhibiting Listeria monocytogenes by Targeting the Cell Membrane. Microbiol Spectr 2023; 11:e0521022. [PMID: 37289056 PMCID: PMC10434283 DOI: 10.1128/spectrum.05210-22] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 05/18/2023] [Indexed: 06/09/2023] Open
Abstract
Listeria monocytogenes is an important pathogen which easily contaminates food and causes fatal systemic infections in human. Bacteriocins have received much attention regarding their natural methods of controlling health-related pathogens. Here, we investigated and characterized a novel two-component bacteriocin named acidicin P from Pediococcus acidilactici LAC5-17. Acidicin P showed obvious antimicrobial activity to L. monocytogenes. Through a sequence similarity network analysis for two-component bacteriocin precursors mined in the RefSeq database, acidicin P was observed to belong to an unusual group of two-component bacteriocins. Acidicin P contains two peptides designated Adpα and Adpβ which are assessed to interact with each other and form a helical dimer structure which can be inserted into the lipid bilayer of target cell membrane. We demonstrate that A5, N7, and G9 in the A5xxxG9 motif of Adpα and S16, R19, and G20 in the S16xxxG20 motif of Adpβ played crucial roles in stabilizing the helix-helix interaction of Adpα and Adpβ and were essential for the antilisterial activity of acidicin P by site-directed mutagenesis. A positive residue, R14, in Adpα and a negative residue, D12, in Adpβ are also important for acidicin P to fight against L. monocytogenes. These key residues are supposed to form hydrogen bonding, which is crucial for the interaction of Adpα and Adpβ. Furthermore, acidicin P induces severe permeabilization and depolarization of the cytoplasmic membrane and causes dramatic changes in L. monocytogenes cell morphology and ultrastructure. Acidicin P has the potential to be applied to inhibit L. monocytogenes efficiently both in the food industry and medical treatments. IMPORTANCE L. monocytogenes can cause widespread food contamination and severe human listeriosis, which amount to a large proportion of the public health and economic burdens. Today, L. monocytogenes is usually treated with chemical compounds in the food industry or antibiotics for human listeriosis. Natural and safe antilisterial agents are urgently required. Bacteriocins are natural antimicrobial peptides that have comparable narrow antimicrobial spectra and are attractive potentials for precision therapy for pathogen infection. In this work, we discover a novel two-component bacteriocin designated acidicin P, which shows obvious antilisterial activity. We also identify the key residues in both peptides of acidicin P and demonstrate that acidicin P is inserted into the target cell membrane and disrupts the cell envelop to inhibit the growth of L. monocytogenes. We believe that acidicin P is a promising lead for further development as an antilisterial drug.
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Affiliation(s)
- Tianqi Xia
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Kunling Teng
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Yayong Liu
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Yaoqi Guo
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Fuqing Huang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Muhammad Tahir
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Science, University of Chinese Academy of Sciences, Beijing, China
| | - Tianwei Wang
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
| | - Jin Zhong
- State Key Laboratory of Microbial Resources, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China
- School of Life Science, University of Chinese Academy of Sciences, Beijing, China
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6
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Saati-Santamaría Z. Global Map of Specialized Metabolites Encoded in Prokaryotic Plasmids. Microbiol Spectr 2023; 11:e0152323. [PMID: 37310275 PMCID: PMC10434180 DOI: 10.1128/spectrum.01523-23] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/26/2023] [Indexed: 06/14/2023] Open
Abstract
Plasmids are the main mobile elements responsible for horizontal gene transfer (HGT) in microorganisms. These replicons extend the metabolic spectrum of their host cells by carrying functional genes. However, it is still unknown to what extent plasmids carry biosynthetic gene clusters (BGCs) related to the production of secondary or specialized metabolites (SMs). Here, we analyzed 9,183 microbial plasmids to unveil their potential to produce SMs, finding a large diversity of cryptic BGCs in a few varieties of prokaryotic host taxa. Some of these plasmids harbored 15 or more BGCs, and many others were exclusively dedicated to mobilizing BGCs. We found an occurrence pattern of BGCs within groups of homologous plasmids shared by a common taxon, mainly in host-associated microbes (e.g., Rhizobiales, Enterobacteriaceae members). Our results add to the knowledge of the ecological functions and potential industrial uses of plasmids and shed light on the dynamics and evolution of SMs in prokaryotes. IMPORTANCE Plasmids are mobile DNA elements that can be shared among microbial cells, and they are useful for bringing to fruition some microbial ecological traits. However, it is not known to what extent plasmids harbor genes related to the production of specialized/secondary metabolites (SMs). In microbes, these metabolites are frequently useful for defense purposes, signaling, etc. In addition, these molecules usually have biotechnological and clinical applications. Here, we analyzed the content, dynamics, and evolution of genes related to the production of SMs in >9,000 microbial plasmids. Our results confirm that some plasmids act as a reservoir of SMs. We also found that some families of biosynthetic gene clusters are exclusively present in some groups of plasmids shared among closely related microbes. Host-associated bacteria (e.g., plant and human microbes) harbor the majority of specialized metabolites encoded in plasmids. These results provide new knowledge about microbial ecological traits and might enable the discovery of novel metabolites.
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Affiliation(s)
- Zaki Saati-Santamaría
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Institute for Agribiotechnology Research (CIALE), Villamayor, Salamanca, Spain
- Institute of Microbiology of the Czech Academy of Sciences, Prague, Czech Republic
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7
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Saati-Santamaría Z, Baroncelli R, Rivas R, García-Fraile P. Comparative Genomics of the Genus Pseudomonas Reveals Host- and Environment-Specific Evolution. Microbiol Spectr 2022; 10:e0237022. [PMID: 36354324 PMCID: PMC9769992 DOI: 10.1128/spectrum.02370-22] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 10/24/2022] [Indexed: 11/12/2022] Open
Abstract
Each Earth ecosystem has unique microbial communities. Pseudomonas bacteria have evolved to occupy a plethora of different ecological niches, including living hosts, such as animals and plants. Many genes necessary for the Pseudomonas-niche interaction and their encoded functions remain unknown. Here, we describe a comparative genomic study of 3,274 genomes with 19,056,667 protein-coding sequences from Pseudomonas strains isolated from diverse environments. We detected functional divergence of Pseudomonas that depends on the niche. Each group of strains from a certain environment harbored a distinctive set of metabolic pathways or functions. The horizontal transfer of genes, which mainly proceeded between closely related taxa, was dependent on the isolation source. Finally, we detected thousands of undescribed proteins and functions associated with each Pseudomonas lifestyle. This research represents an effort to reveal the mechanisms underlying the ecology, pathogenicity, and evolution of Pseudomonas, and it will enable clinical, ecological, and biotechnological advances. IMPORTANCE Microbes play important roles in the health of living beings and in the environment. The knowledge of these functions may be useful for the development of new clinical and biotechnological applications and the restoration and preservation of natural ecosystems. However, most mechanisms implicated in the interaction of microbes with the environment remain poorly understood; thus, this field of research is very important. Here, we try to understand the mechanisms that facilitate the differential adaptation of Pseudomonas-a large and ubiquitous bacterial genus-to the environment. We analyzed more than 3,000 Pseudomonas genomes and searched for genetic patterns that can be related with their coevolution with different hosts (animals, plants, or fungi) and environments. Our results revealed that thousands of genes and genetic features are associated with each niche. Our data may be useful to develop new technical and theoretical advances in the fields of ecology, health, and industry.
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Affiliation(s)
- Zaki Saati-Santamaría
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Institute for Agribiotechnology Research (CIALE), Villamayor, Salamanca, Spain
- Institute of Microbiology of the Czech Academy of Sciences, Vídeňská, Prague, Czech Republic
| | - Riccardo Baroncelli
- Department of Agricultural and Food Sciences (DISTAL), University of Bologna, Bologna, Italy
| | - Raúl Rivas
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Institute for Agribiotechnology Research (CIALE), Villamayor, Salamanca, Spain
- Associated Research Unit of Plant-Microorganism Interaction, USAL-CSIC (IRNASA), Salamanca, Spain
| | - Paula García-Fraile
- Departamento de Microbiología y Genética, Universidad de Salamanca, Salamanca, Spain
- Institute for Agribiotechnology Research (CIALE), Villamayor, Salamanca, Spain
- Associated Research Unit of Plant-Microorganism Interaction, USAL-CSIC (IRNASA), Salamanca, Spain
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