scholarly journals Cyclic di-GMP-Mediated Regulation of Gene Transfer and Motility in Rhodobacter capsulatus

2019 ◽  
Vol 202 (2) ◽  
Author(s):  
Purvikalyan Pallegar ◽  
Lourdes Peña-Castillo ◽  
Evan Langille ◽  
Mark Gomelsky ◽  
Andrew S. Lang
Keyword(s):  
Gene Expression ◽  
Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Heterologous Gene Expression ◽  
Second Messenger ◽  
Site Directed Mutagenesis ◽  
Flagellar Motility ◽  
Content Type ◽  
Regulatory Systems ◽  
Transfer Agents

ABSTRACT Gene transfer agents (GTAs) are bacteriophage-like particles produced by several bacterial and archaeal lineages that contain small pieces of the producing cells’ genomes that can be transferred to other cells in a process similar to transduction. One well-studied GTA is RcGTA, produced by the alphaproteobacterium Rhodobacter capsulatus. RcGTA gene expression is regulated by several cellular regulatory systems, including the CckA-ChpT-CtrA phosphorelay. The transcription of multiple other regulator-encoding genes is affected by the response regulator CtrA, including genes encoding putative enzymes involved in the synthesis and hydrolysis of the second messenger bis-(3′-5′)-cyclic dimeric GMP (c-di-GMP). To investigate whether c-di-GMP signaling plays a role in RcGTA production, we disrupted the CtrA-affected genes potentially involved in this process. We found that disruption of four of these genes affected RcGTA gene expression and production. We performed site-directed mutagenesis of key catalytic residues in the GGDEF and EAL domains responsible for diguanylate cyclase (DGC) and c-di-GMP phosphodiesterase (PDE) activities and analyzed the functions of the wild-type and mutant proteins. We also measured RcGTA production in R. capsulatus strains where intracellular levels of c-di-GMP were altered by the expression of either a heterologous DGC or a heterologous PDE. This adds c-di-GMP signaling to the collection of cellular regulatory systems controlling gene transfer in this bacterium. Furthermore, the heterologous gene expression and the four gene disruptions had similar effects on R. capsulatus flagellar motility as found for gene transfer, and we conclude that c-di-GMP inhibits both RcGTA production and flagellar motility in R. capsulatus. IMPORTANCE Gene transfer agents (GTAs) are virus-like particles that move cellular DNA between cells. In the alphaproteobacterium Rhodobacter capsulatus, GTA production is affected by the activities of multiple cellular regulatory systems, to which we have now added signaling via the second messenger dinucleotide molecule bis-(3′-5′)-cyclic dimeric GMP (c-di-GMP). Similar to the CtrA phosphorelay, c-di-GMP also affects R. capsulatus flagellar motility in addition to GTA production, with lower levels of intracellular c-di-GMP favoring increased flagellar motility and gene transfer. These findings further illustrate the interconnection of GTA production with global systems of regulation in R. capsulatus, providing additional support for the notion that the production of GTAs has been maintained in this and related bacteria because it provides a benefit to the producing organisms.

scholarly journals The Protease ClpXP and the PAS Domain Protein DivL Regulate CtrA and Gene Transfer Agent Production inRhodobacter capsulatus

2018 ◽  
Vol 84 (11) ◽  
Author(s):  
Alexander B. Westbye ◽  
Lukas Kater ◽  
Christina Wiesmann ◽  
Hao Ding ◽  
Calvin K. Yip ◽  
...  
Keyword(s):  
Gene Transfer ◽  
Horizontal Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Caulobacter Crescentus ◽  
Response Regulator ◽  
Pas Domain ◽  
Content Type ◽  
Regulatory Systems ◽  
Gene Transfer Agent ◽  
Domain Protein

ABSTRACTSeveral members of theRhodobacterales(Alphaproteobacteria) produce a conserved horizontal gene transfer vector, called the gene transfer agent (GTA), that appears to have evolved from a bacteriophage. The model system used to study GTA biology is theRhodobacter capsulatusGTA (RcGTA), a small, tailed bacteriophage-like particle produced by a subset of the cells in a culture. The response regulator CtrA is conserved in theAlphaproteobacteriaand is an essential regulator of RcGTA production: it controls the production and maturation of the RcGTA particle and RcGTA release from cells. CtrA also controls the natural transformation-like system required for cells to receive RcGTA-donated DNA. Here, we report that dysregulation of the CckA-ChpT-CtrA phosphorelay either by the loss of the PAS domain protein DivL or by substitution of the autophosphorylation residue of the hybrid histidine kinase CckA decreased CtrA phosphorylation and greatly increased RcGTA protein production inR. capsulatus. We show that the loss of the ClpXP protease or the three C-terminal residues of CtrA results in increased CtrA levels inR. capsulatusand identify ClpX(P) to be essential for the maturation of RcGTA particles. Furthermore, we show that CtrA phosphorylation is important for head spike production. Our results provide novel insight into the regulation of CtrA and GTAs in theRhodobacterales.IMPORTANCEMembers of theRhodobacteralesare abundant in ocean and freshwater environments. The conserved GTA produced by manyRhodobacteralesmay have an important role in horizontal gene transfer (HGT) in aquatic environments and provide a significant contribution to their adaptation. GTA production is controlled by bacterial regulatory systems, including the conserved CckA-ChpT-CtrA phosphorelay; however, several questions about GTA regulation remain. Our identification that a short DivL homologue and ClpXP regulate CtrA inR. capsulatusextends the model of CtrA regulation fromCaulobacter crescentusto a member of theRhodobacterales. We found that the magnitude of RcGTA production greatly depends on DivL and CckA kinase activity, adding yet another layer of regulatory complexity to RcGTA. RcGTA is known to undergo CckA-dependent maturation, and we extend the understanding of this process by showing that the ClpX chaperone is required for formation of tailed, DNA-containing particles.

scholarly journals Induction of Rhodobacter capsulatus Gene Transfer Agent Gene Expression Is a Bistable Stochastic Process Repressed by an Extracellular Calcium-Binding RTX Protein Homologue

2019 ◽  
Vol 201 (23) ◽  
Author(s):  
Hao Ding ◽  
Marc P. Grüll ◽  
Martin E. Mulligan ◽  
Andrew S. Lang ◽  
J. Thomas Beatty
Keyword(s):  
Gene Expression ◽  
Stochastic Process ◽  
Gene Transfer ◽  
Calcium Binding ◽  
Rhodobacter Capsulatus ◽  
Binding Protein ◽  
Calcium Binding Protein ◽  
Extracellular Calcium ◽  
Chemical Mutagenesis ◽  
Content Type

ABSTRACT Bacteriophage-like gene transfer agents (GTAs) have been discovered in both of the prokaryotic branches of the three-domain phylogenetic tree of life. The production of a GTA (RcGTA) by the phototrophic alphaproteobacterium Rhodobacter capsulatus is regulated by quorum sensing and a phosphorelay homologous to systems in other species that control essential functions such as the initiation of chromosome replication and cell division. In wild-type strains, RcGTA is produced in <3% of cells in laboratory cultures. Mutants of R. capsulatus that exhibit greatly elevated production of RcGTA were created decades ago by chemical mutagenesis, but the nature and molecular consequences of the mutation were unknown. We show that the number of cells in a population that go on to express RcGTA genes is controlled by a stochastic process, in contrast to a genetic process. We used transposon mutagenesis along with a fluorescent protein reporter system and genome sequence data to identify a gene, rcc00280, that encodes an RTX family calcium-binding protein homologue. The Rc280 protein acts as an extracellular repressor of RcGTA gene expression by decreasing the percentage of cells that induce the production of RcGTA. IMPORTANCE GTAs catalyze horizontal gene transfer (HGT), which is important for genomic evolution because the majority of genes found in bacterial genomes have undergone HGT at some point in their evolution. Therefore, it is important to determine how the production of GTAs is regulated to understand the factors that modulate the frequency of gene transfer and thereby specify the tempo of evolution. This work describes a new type of genetic regulation in which an extracellular calcium-binding protein homologue represses the induction of the Rhodobacter capsulatus GTA, RcGTA.

scholarly journals Gene transfer agents: Another step towards a mechanistic understanding of expression

2020 ◽  
Vol 2 (7A) ◽  
Author(s):  
David Sherlock ◽  
Millie Benn ◽  
Paul Fogg
Keyword(s):  
Gene Transfer ◽  
Sigma Factor ◽  
Rhodobacter Capsulatus ◽  
Site Directed Mutagenesis ◽  
Regulatory Pathways ◽  
Protein Protein Interaction ◽  
Alternative Sigma Factors ◽  
Potential Impact ◽  
Two Hybrid ◽  
Transfer Agents

Gene transfer agents (GTAs) are small viruses that package and transfer random pieces of the producing cell’s genome but are unable to transfer all the genes required for their own production. GTAs are able to spread any DNA in the host cell and so their potential impact upon bacterial evolution and antimicrobial resistance is immense. Our discovery that the product of gene rcc01865 is a specific GTA activation factor (GafA) for the model Rhodobacter capsulatus GTA (RcGTA) and that GafA is essential for RcGTA production, has provided the link between GTA production and host regulatory pathways. However, while GafA has significantly improved our understanding of GTA regulation the complete mechanism is unclear. Our goal was to investigate the GafA mechanism of action in more detail. We demonstrate direct protein-protein interaction between GafA and the RNA polymerase omega subunit (RNAP Ω) using bacterial-two-hybrid and pull down assays. Further evidence for the interaction has come from random and site directed mutagenesis of gafA and targeted truncations. GafA mutants were also tested to assess their impact on RcGTA production. RNAP Ω is thought to recruit alternative sigma factors to the RNAP holoenzyme. Regions of GafA also share sequence homology with known sigma factor proteins, and we propose that GafA acts as an alternative sigma factor to co-ordinate expression of disparate RcGTA genes. Our results advance our understanding of this fascinating mode of horizontal gene transfer, not only in the model species but also in other potential GTA producing species that contain gafA homologues.

scholarly journals Phylogenetic evidence of headful packaging strategy in gene transfer agents

2020 ◽  
Author(s):  
Emma Esterman ◽  
Yuri I. Wolf ◽  
Roman Kogay ◽  
Eugene V. Koonin ◽  
Olga Zhaxybayeva
Keyword(s):  
Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Large Subunit ◽  
Dna Packaging ◽  
Host Genome ◽  
Bacterial And Archaeal Communities ◽  
History Of ◽  
Viral Dna Packaging ◽  
Packaging Strategy ◽  
Transfer Agents

AbstractGene transfer agents (GTAs) are virus-like particles encoded and produced by many bacteria and archaea. Unlike viruses, GTAs package fragments of the host genome instead of the genes that encode the components of the GTA itself. As a result of this non-specific DNA packaging, GTAs can transfer genes within bacterial and archaeal communities. GTAs clearly evolved from viruses and are thought to have been maintained in prokaryotic genomes due to the advantages associated with their DNA transfer capacity. The most-studied GTA is produced by the alphaproteobacterium Rhodobacter capsulatus (RcGTA), which packages random portions of the host genome at a lower DNA density than usually observed in tailed bacterial viruses. How the DNA packaging properties of RcGTA evolved from those of the ancestral virus remains unknown. To address this question, we reconstructed the evolutionary history of the large subunit of the terminase (TerL), a highly conserved enzyme used by viruses and GTAs to package DNA. We found that RcGTA-like TerLs grouped within viruses that employ the headful packaging strategy. Because distinct mechanisms of viral DNA packaging correspond to differences in the TerL amino acid sequence, our finding suggests that RcGTA evolved from a headful packaging virus. Headful packaging is the least sequence-specific mode of DNA packaging, which would facilitate the switch from packaging of the viral genome to packaging random pieces of the host genome during GTA evolution.

scholarly journals Machine-Learning Classification Suggests That Many Alphaproteobacterial Prophages May Instead Be Gene Transfer Agents

2019 ◽  
Vol 11 (10) ◽  
pp. 2941-2953 ◽  
Author(s):  
Roman Kogay ◽  
Taylor B Neely ◽  
Daniel P Birnbaum ◽  
Camille R Hankel ◽  
Migun Shakya ◽  
...  
Keyword(s):  
Gene Transfer ◽  
Support Vector Machine Classifier ◽  
Rhodobacter Capsulatus ◽  
Gene Clusters ◽  
Support Vector ◽  
Structural Components ◽  
Bacterial Populations ◽  
Machine Learning Classification ◽  
Bona Fide ◽  
Transfer Agents

Abstract Many of the sequenced bacterial and archaeal genomes encode regions of viral provenance. Yet, not all of these regions encode bona fide viruses. Gene transfer agents (GTAs) are thought to be former viruses that are now maintained in genomes of some bacteria and archaea and are hypothesized to enable exchange of DNA within bacterial populations. In Alphaproteobacteria, genes homologous to the “head–tail” gene cluster that encodes structural components of the Rhodobacter capsulatus GTA (RcGTA) are found in many taxa, even if they are only distantly related to Rhodobacter capsulatus. Yet, in most genomes available in GenBank RcGTA-like genes have annotations of typical viral proteins, and therefore are not easily distinguished from their viral homologs without additional analyses. Here, we report a “support vector machine” classifier that quickly and accurately distinguishes RcGTA-like genes from their viral homologs by capturing the differences in the amino acid composition of the encoded proteins. Our open-source classifier is implemented in Python and can be used to scan homologs of the RcGTA genes in newly sequenced genomes. The classifier can also be trained to identify other types of GTAs, or even to detect other elements of viral ancestry. Using the classifier trained on a manually curated set of homologous viruses and GTAs, we detected RcGTA-like “head–tail” gene clusters in 57.5% of the 1,423 examined alphaproteobacterial genomes. We also demonstrated that more than half of the in silico prophage predictions are instead likely to be GTAs, suggesting that in many alphaproteobacterial genomes the RcGTA-like elements remain unrecognized.

scholarly journals Homologues of Genetic Transformation DNA Import Genes Are Required for Rhodobacter capsulatus Gene Transfer Agent Recipient Capability Regulated by the Response Regulator CtrA

2015 ◽  
Vol 197 (16) ◽  
pp. 2653-2663 ◽  
Author(s):  
Cedric A. Brimacombe ◽  
Hao Ding ◽  
Jeanette A. Johnson ◽  
J. Thomas Beatty
Keyword(s):  
Gene Transfer ◽  
Horizontal Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Natural Transformation ◽  
Response Regulator ◽  
Content Type ◽  
Gene Acquisition ◽  
Metabolic Properties ◽  
Cell Genome ◽  
Key Aspects

ABSTRACTGene transfer agents (GTAs) morphologically resemble small, double-stranded DNA (dsDNA) bacteriophages; however, their only known role is to package and transfer random pieces of the producing cell genome to recipient cells. The best understood GTA is that ofRhodobacter capsulatus, termed RcGTA. We discovered that homologues of three genes involved in natural transformation in other bacteria,comEC,comF, andcomM, are essential for RcGTA-mediated gene acquisition. This paper gives genetic and biochemical evidence that RcGTA-borne DNA entry into cells requires the ComEC and ComF putative DNA transport proteins and genetic evidence that putative cytoplasmic ComM protein of unknown function is required for recipient capability. Furthermore, the master regulator of RcGTA production in <1% of a cell population, CtrA, which is also required for gene acquisition in recipient cells, is expressed in the vast majority of the population. Our results indicate that RcGTA-mediated gene transfer combines key aspects of two bacterial horizontal gene transfer mechanisms, where donor DNA is packaged in transducing phage-like particles and recipient cells take up DNA using natural transformation-related machinery. Both of these differentiated subsets of a culture population, donors and recipients, are dependent on the same response regulator, CtrA.IMPORTANCEHorizontal gene transfer (HGT) is a major driver of bacterial evolution and adaptation to environmental stresses. Traits such as antibiotic resistance or metabolic properties can be transferred between bacteria via HGT; thus, HGT can have a tremendous effect on the fitness of a bacterial population. The three classically described HGT mechanisms are conjugation, transformation, and phage-mediated transduction. More recently, the HGT factor GTA was described, where random pieces of producing cell genome are packaged into phage-like particles that deliver DNA to recipient cells. In this report, we show that transport of DNA borne by theR. capsulatusRcGTA into recipient cells requires key genes previously thought to be specific to natural transformation pathways. These findings indicate that RcGTA combines central aspects of phage-mediated transduction and natural transformation in an efficient, regulated mode of HGT.

scholarly journals Identification of the First Gene Transfer Agent (GTA) Small Terminase in Rhodobacter capsulatus and Its Role in GTA Production and Packaging of DNA

2019 ◽  
Vol 93 (23) ◽  
Author(s):  
D. Sherlock ◽  
J. X. Leong ◽  
P. C. M. Fogg
Keyword(s):  
Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Bacterial Genome ◽  
Structural Basis ◽  
Content Type ◽  
Double Stranded Dna ◽  
Antimicrobial Resistance Genes ◽  
Gene Transfer Agent ◽  
Primary Driver ◽  
Apparent Similarity

ABSTRACT Genetic exchange mediated by viruses of bacteria (bacteriophages) is the primary driver of rapid bacterial evolution. The priority of viruses is usually to propagate themselves. Most bacteriophages use the small terminase protein to identify their own genome and direct its inclusion into phage capsids. Gene transfer agents (GTAs) are descended from bacteriophages, but they instead package fragments of the entire bacterial genome without preference for their own genes. GTAs do not selectively target specific DNA, and no GTA small terminases are known. Here, we identified the small terminase from the model Rhodobacter capsulatus GTA, which then allowed prediction of analogues in other species. We examined the role of the small terminase in GTA production and propose a structural basis for random DNA packaging. IMPORTANCE Random transfer of any and all genes between bacteria could be influential in the spread of virulence or antimicrobial resistance genes. Discovery of the true prevalence of GTAs in sequenced genomes is hampered by their apparent similarity to bacteriophages. Our data allowed the prediction of small terminases in diverse GTA producer species, and defining the characteristics of a “GTA-type” terminase could be an important step toward novel GTA identification. Importantly, the GTA small terminase shares many features with its phage counterpart. We propose that the GTA terminase complex could become a streamlined model system to answer fundamental questions about double-stranded DNA (dsDNA) packaging by viruses that have not been forthcoming to date.

scholarly journals Lifestyle and Horizontal Gene Transfer-Mediated Evolution of Mucispirillum schaedleri, a Core Member of the Murine Gut Microbiota

mSystems ◽  
2017 ◽  
Vol 2 (1) ◽  
Author(s):  
Alexander Loy ◽  
Carina Pfann ◽  
Michaela Steinberger ◽  
Buck Hanson ◽  
Simone Herp ◽  
...  
Keyword(s):  
Gene Expression ◽  
Gene Transfer ◽  
Horizontal Gene Transfer ◽  
Gut Microbiota ◽  
Intestinal Inflammation ◽  
Effector Proteins ◽  
Secretion Systems ◽  
Associated Bacteria ◽  
Content Type ◽  
Gut Microbiota Composition

ABSTRACT Shifts in gut microbiota composition have been associated with intestinal inflammation, but it remains unclear whether inflammation-associated bacteria are commensal or detrimental to their host. Here, we studied the lifestyle of the gut bacterium Mucispirillum schaedleri, which is associated with inflammation in widely used mouse models. We found that M. schaedleri has specialized systems to handle oxidative stress during inflammation. Additionally, it expresses secretion systems and effector proteins and can modify the mucosal gene expression of its host. This suggests that M. schaedleri undergoes intimate interactions with its host and may play a role in inflammation. The insights presented here aid our understanding of how commensal gut bacteria may be involved in altering susceptibility to disease. Mucispirillum schaedleri is an abundant inhabitant of the intestinal mucus layer of rodents and other animals and has been suggested to be a pathobiont, a commensal that plays a role in disease. In order to gain insights into its lifestyle, we analyzed the genome and transcriptome of M. schaedleri ASF 457 and performed physiological experiments to test traits predicted by its genome. Although described as a mucus inhabitant, M. schaedleri has limited capacity for degrading host-derived mucosal glycans and other complex polysaccharides. Additionally, M. schaedleri reduces nitrate and expresses systems for scavenging oxygen and reactive oxygen species in vivo, which may account for its localization close to the mucosal tissue and expansion during inflammation. Also of note, M. schaedleri harbors a type VI secretion system and putative effector proteins and can modify gene expression in mucosal tissue, suggesting intimate interactions with its host and a possible role in inflammation. The M. schaedleri genome has been shaped by extensive horizontal gene transfer, primarily from intestinal Epsilon- and Deltaproteobacteria, indicating that horizontal gene transfer has played a key role in defining its niche in the gut ecosystem. IMPORTANCE Shifts in gut microbiota composition have been associated with intestinal inflammation, but it remains unclear whether inflammation-associated bacteria are commensal or detrimental to their host. Here, we studied the lifestyle of the gut bacterium Mucispirillum schaedleri, which is associated with inflammation in widely used mouse models. We found that M. schaedleri has specialized systems to handle oxidative stress during inflammation. Additionally, it expresses secretion systems and effector proteins and can modify the mucosal gene expression of its host. This suggests that M. schaedleri undergoes intimate interactions with its host and may play a role in inflammation. The insights presented here aid our understanding of how commensal gut bacteria may be involved in altering susceptibility to disease.

scholarly journals A Plasmodium falciparum Transcriptional Cyclin-Dependent Kinase-Related Kinase with a Crucial Role in Parasite Proliferation Associates with Histone Deacetylase Activity

2010 ◽  
Vol 9 (6) ◽  
pp. 952-959 ◽  
Author(s):  
Jean Halbert ◽  
Lawrence Ayong ◽  
Leila Equinet ◽  
Karine Le Roch ◽  
Mary Hardy ◽  
...  
Keyword(s):  
Gene Expression ◽  
Plasmodium Falciparum ◽  
Protein Kinases ◽  
Histone Deacetylase ◽  
Crucial Role ◽  
Catalytic Domain ◽  
Regulation Of Gene Expression ◽  
Chromatin Modification ◽  
Site Directed Mutagenesis ◽  
Content Type

ABSTRACT Cyclin-dependent protein kinases (CDKs) are key regulators of the eukaryotic cell cycle and of the eukaryotic transcription machinery. Here we report the characterization of Pfcrk-3 (Plasmodium falciparum CDK-related kinase 3; PlasmoDB identifier PFD0740w), an unusually large CDK-related protein whose kinase domain displays maximal homology to those CDKs which, in other eukaryotes, are involved in the control of transcription. The closest enzyme in Saccharomyces cerevisiae is BUR1 (bypass upstream activating sequence requirement 1), known to control gene expression through interaction with chromatin modification enzymes. Consistent with this, immunofluorescence data show that Pfcrk-3 colocalizes with histones. We show that recombinant Pfcrk-3 associates with histone H1 kinase activity in parasite extracts and that this association is detectable even if the catalytic domain of Pfcrk-3 is rendered inactive by site-directed mutagenesis, indicating that Pfcrk-3 is part of a complex that includes other protein kinases. Immunoprecipitates obtained from extracts of transgenic parasites expressing hemagglutinin (HA)-tagged Pfcrk-3 by using an anti-HA antibody displayed both protein kinase and histone deacetylase activities. Reverse genetics data show that the pfcrk-3 locus can be targeted only if the genetic modification does not cause a loss of function. Taken together, our data strongly suggest that Pfcrk-3 fulfils a crucial role in the intraerythrocytic development of P. falciparum, presumably through chromatin modification-dependent regulation of gene expression.

scholarly journals Prophage Genomics and Ecology in the Family Rhodobacteraceae

2021 ◽  
Vol 9 (6) ◽  
pp. 1115
Author(s):  
Kathryn Forcone ◽  
Felipe H. Coutinho ◽  
Giselle S. Cavalcanti ◽  
Cynthia B. Silveira
Keyword(s):  
Gene Transfer ◽  
Rhodobacter Capsulatus ◽  
Lipid Synthesis ◽  
Terrestrial Ecosystems ◽  
Genomic Diversity ◽  
Viral Genomes ◽  
Integration Sites ◽  
Family Rhodobacteraceae ◽  
Auxiliary Metabolic Genes ◽  
Transfer Agents

Roseobacters are globally abundant bacteria with critical roles in carbon and sulfur biogeochemical cycling. Here, we identified 173 new putative prophages in 79 genomes of Rhodobacteraceae. These prophages represented 1.3 ± 0.15% of the bacterial genomes and had no to low homology with reference and metagenome-assembled viral genomes from aquatic and terrestrial ecosystems. Among the newly identified putative prophages, 35% encoded auxiliary metabolic genes (AMGs), mostly involved in secondary metabolism, amino acid metabolism, and cofactor and vitamin production. The analysis of integration sites and gene homology showed that 22 of the putative prophages were actually gene transfer agents (GTAs) similar to a GTA of Rhodobacter capsulatus. Twenty-three percent of the predicted prophages were observed in the TARA Oceans viromes generated from free viral particles, suggesting that they represent active prophages capable of induction. The distribution of these prophages was significantly associated with latitude and temperature. The prophages most abundant at high latitudes encoded acpP, an auxiliary metabolic gene involved in lipid synthesis and membrane fluidity at low temperatures. Our results show that prophages and gene transfer agents are significant sources of genomic diversity in roseobacter, with potential roles in the ecology of this globally distributed bacterial group.

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