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. 2020 Feb 28;96(5):fiaa031. doi: 10.1093/femsec/fiaa031

Biofilms: hot spots of horizontal gene transfer (HGT) in aquatic environments, with a focus on a new HGT mechanism

Kimihiro Abe 1, Nobuhiko Nomura 1,2, Satoru Suzuki 3,
PMCID: PMC7189800  PMID: 32109282

ABSTRACT

Biofilms in water environments are thought to be hot spots for horizontal gene transfer (HGT) of antibiotic resistance genes (ARGs). ARGs can be spread via HGT, though mechanisms are known and have been shown to depend on the environment, bacterial communities and mobile genetic elements. Classically, HGT mechanisms include conjugation, transformation and transduction; more recently, membrane vesicles (MVs) have been reported as DNA reservoirs implicated in interspecies HGT. Here, we review the current knowledge on the HGT mechanisms with a focus on the role of MVs and the methodological innovations in the HGT research.

Keywords: antibiotic resistance gene, horizontal gene transfer, membrane vesicle, biofilm, water environment


Biofilms and membrane vesicles are the stage of gene transfer.

INTRODUCTION

Based on surveillance data, the acquisition of antibiotic resistance genes (ARGs) by pathogens in natural environments is expected to become increasingly severe, expanding across multiple countries with variations in the population of bacteria that are resistant to drug treatment (Hashiguchi et al. 2019). Like clinical settings, the natural environment should be a focus of attention targeting the control of antibiotic-resistant bacteria (ARB) and ARGs.

When we look at the natural environment, ARB and ARGs can be detected in environments without selective pressure (Sizemore and Colwell 1977), including the open ocean (Hatosy and Martiny 2015), marine sediments (Rahman et al. 2008) and the polar environment (Rahman et al. 2015). Since ARGs are retained even under the very low selective pressures (Gullberg et al. 2011), it has been suggested that ARGs are disseminated widely and persist in most environments. Unlike chemical pollutants, which do not multiply in the environment, genetic pollutants such as ARGs, originating both from natural and man-made settings, can be replicated and increase in their abundance in bacterial communities in the environment.

Among various genetically polluted environments, water environments are the most probable, representing huge ARG reservoirs into which clinical and terrestrial bacteria flow and in which diverse human commensal bacteria thrive. Humans and animals are readily exposed to the ARG-possessing bacteria in the water environment, a situation that has been described metaphorically as a ‘bazaar’ (Suzuki and Hoa 2012). Bacteria colonise various substrate surfaces (Hall-Stoodley, Costerton and Stoodley 2004), forming multispecies microbial communities referred to as biofilms (Besemer 2015). In water environments, biofilms are found in many contexts such as rock surfaces, water treatment systems, hot springs, microplastics and so on (Oberbeckmann et al. 2014; Besemer 2015; Michels et al. 2018). ARGs including tetracycline resistance genes, for example tet(M) and tet(S), and sulphonamide resistance genes sul1–sul3 are found in various water environments such as sea water and sediments, aquacultures and fish (Kim, Nonaka and Suzuki 2004; Nonaka, Ikeno and Suzuki 2007; Hoa et al. 2008; Suzuki et al. 2019); these ARGs tend to migrate downstream and accumulate in biofilms (Engemann et al. 2008; Zhang et al. 2009; Balcazar, Subirats and Borrego 2015; Guo et al. 2018).

Horizontal gene transfer (HGT) and gene exchange are the motive forces for dissemination of ARGs (Aminov 2011). Conjugation is presumably the principal route of HGT in bacterial communities, and the conjugation elements such as conjugative plasmids often harbour multiple ARGs (Wozniak and Waldor 2010). Goodman et al. (1993) and many other researchers demonstrated that conjugation occurs under simulated marine environment conditions or oligotrophic conditions. Angles, Marshall and Goodman (1993) revealed that the transfer frequency is higher between cells in biofilms attached to glass beads than between cells in the aqueous phase. Hence, biofilms are thought to be the main ARG reservoirs to proliferate ARGs and ARB in the aquatic environments. ARBs that detached themselves from biofilms can spread in the environments and may pose a threat to human health.

Membrane vesicles (MVs) have recently been reported to be abundant biological entities that are carrying environmental DNA in ocean (Biller et al. 2014), with the potential to transfer genes horizontally (Chiura et al. 2011). We hypothesise here that biofilms and MVs constitute the huge ARG reservoir in aquatic environments and that they play the important role in ARG's exchange. In this review, we focus on HGT mechanisms including the MV-mediated gene transfer and the interconnections of HGT and biofilms. We will describe first the general explanation for biofilm development, and then recent progress in studying HGT mechanisms while paying attention to the role of MVs. We will also review the methodological developments, and discuss the future challenges to fill gaps in our understanding of HGT in biofilms.

BIOFILM FORMATION

Bacteria classically have been considered unicellular organisms, but in nature, they prefer to form highly structured multicellular communities, termed biofilms, to survive in harsh environments (Flemming et al. 2016; Toyofuku et al. 2016). Diverse bacterial species can live together in close proximity in biofilms, where the cells show remarkable and distinct features that are not seen in their planktonic form: heterogeneity of gene expression, division of roles in the community and enhanced tolerance to antibiotics (Hall and Mah 2017). Bacterial cells in biofilms are embedded at a high density within a matrix of extracellular polymeric substances (EPSs). EPSs are biopolymers produced by the cells within biofilms, and typically are composed of exopolysaccharides, amyloid-like proteins, lipids and extracellular DNA (eDNA) (Fulaz et al. 2019). Individual steps in biofilm formation have been classified into attachment, microcolony formation, maturation and detachment stages (Toyofuku et al. 2016; Guilhen, Forestier and Balestrino 2017). Time scale for the biofilm development differs between bacterial species, and heavily depends on the culture conditions. According to in situ observation of marine biofilms at a coastal area in southern Baltic Sea, microcolonies on the solid surface reached to the mature stage in 20–25 days (Grzegorczyk et al. 2018). At the beginning of the biofilm formation, planktonic cells attach to solid surfaces (for development of adhesive biofilms) or gather at an air–liquid interface (floating or pellicular biofilms). Then, the cells propagate and aggregate to form microcolonies consisting of small number of the cells. During microcolony formation, the cells begin to produce EPSs, which support the attachment and aggregation of cells, and serve as a scaffold for biofilms. EPSs are the major component of biofilms, accounting for over 90% of the biofilm mass (Fulaz et al. 2019). EPS production is controlled by complex genetic regulation and environmental factors such as nutrients and temperature (Cairns, Hobley and Stanley-Wall 2014; Obana, Nakamura and Nomura 2014; Toyofuku et al. 2016). Cellular components from dead cells also are utilised to stabilise the biofilm structure. In particular, eDNA released from lysed cells within the biofilm is an important source of EPSs (Das, Sehar and Manefield 2013; Ibanez de Aldecoa, Zafra and Gonzalez-Pastor 2017; Fulaz et al. 2019). Microcolonies develop into mature biofilms through further cell growth and EPS production. During the development and maintenance of biofilms, some cells detach themselves from the biofilms due to external and internal factors (Toyofuku et al. 2016; Guilhen, Forestier and Balestrino 2017); for instance, parts of biofilms can be torn apart by external physical forces such as friction, pressure and rapid water flow. On the other hand, subpopulations within biofilms can turn into motile cells or into producers of EPS-degrading enzymes by switching gene expression in response to inter- and intracellular signals and environmental changes. The detached cells then revert to their planktonic form, travelling to find new niches.

MECHANISMS OF HGT IN BIOFILMS

Many studies have shown that bacteria frequently exchange ARGs in biofilms (Table 1; Molin and Tolker-Nielsen 2003; Balcazar, Subirats and Borrego 2015). ARGs often are encoded in mobile genetic elements (MGEs) such as conjugative and non-conjugative plasmids (Carattoli 2013), transposons (Partridge et al. 2018), integrative and conjugative elements (ICEs) (Wozniak and Waldor 2010) and bacteriophages (Calero-Caceres, Ye and Balcazar 2019). ARGs reside in accessory regions of the MGEs, that is, regions that are not necessary for the maintenance and mobilisation of the elements (Partridge et al. 2018). HGT is thought to be driven by three major mechanisms: conjugation, natural transformation and bacteriophage infection. The types of DNA transferred largely depend on the HGT mechanisms: conjugative plasmids and ICEs are transferred via conjugation, chromosomal DNA and non-conjugative plasmids via transformation, and bacteriophage genomic DNA via infection. In addition to these classic mechanisms of HGT, MVs, which are abundant DNA reservoirs in aquatic environments (Biller et al. 2014), have the potential to transfer genes between bacteria. Figure 1 provides a schematic summary of the major well-studied routes of HGT and newly notable mechanisms along with the typical life cycle of biofilms. Examples of studies on HGT of ARGs are listed in Table 1.

Table 1.

Examples of studies on HGT of ARGs

Donors/recipients HGT mechanisms Genetic materials Transferred ARGs Conditions/method Remarks References
P. damselae/E. coli Conjugation pAQU1 tet(M), tet(B), sul2, floR, blaCARB-9-like, mph(G), mef(C) Filter mating Nonaka et al. (2012)
S. fidelis, P. damselae/E. coli Conjugation pAQU1-like tet(M), tet(B), sul2, floR, blaCARB-9-like, mph(G), mef(C) Filter mating Nonaka et al. (2014)
S. aureus/S. aureus Conjugation pGO1 dfrA, aacA-aphD Filter mating Savage, Chopra and O'Neill (2013)
L. garvieae/E. faecalis, Vibriospp./E. coli Conjugation Chromosome tetM Filter mating Neela et al. (2009)
E. coli/environmental bacteria (e.g. Actinobacteria, Gammaproteobacteria, Betaproteobacteria) Conjugation pKJK5 dfrA1, kan Biofilms, planktonic cells, filter mating Biofilms were formed on microplastics in lake. Planktonic cells were collected from lake water. Arias-Andres et al. (2018)
V. ponticus, E. coli/E. coli Conjugation pSEA1 tet(B), tet(M), mef(C), mph(G), sul2, catII, bla Filter mating Nonaka et al. (2018)
V. dispar/four streptococcal species Conjugation, transformation Chromosome (Tn916) tet(M) Biofilm in artificial saliva Biofilms were formed on enamel matrix in artificial saliva. Hannan et al. (2010)
Purified DNA/S. mutans Transformation pDL289, chromosome kan, erm Biofilm in liquid medium Li et al. (2001)
Purified DNA/Acinetobacter sp. Transformation pGAR1 tet Biofilm in a flow cell Hendrickx, Hausner and Wuertz (2003)
E. coli(φ731)/E. coli Transduction Phage 731 DNA (stx::cat) cat Biofilm in liquid medium Solheim et al. (2013)
C. difficile(φC2)/C.difficile Transduction Chromosome (Tn6215) erm(B) Planktonic cells in liquid medium Goh et al. (2013)
A. baumannii (φR2090-I, II, III)/A. baumannii Transduction Chromosome (Tn125) blaNDM-1 Planktonic cells in liquid medium Krahn et al. (2016)
B. subtilis/B. subtilis Nanotube pHB201 cat, erm Colony on agar plate This is the single evidence of nanotube-mediated HGT of ARGs. Dubey and Ben-Yehuda (2011)
N. gonorrhoeae MV/N. gonorrhoeae MV R1 bla Planktonic cells in liquid medium This is the first report of MV-mediated gene transfer. Dorward, Garon and Judd (1989)
E. coli MV/E. coli, S.enterica MV pGFP bla Planktonic cells in liquid medium Yaron et al. (2000)
A. baylyi MV/A. baylyi, E. coli MV pMU125 bla Planktonic cells in liquid medium Fulsundar et al. (2014)
A. baumannii MV/A. baumannii MV pMMA2, pMMCU3 blaOXA-2 Planktonic cells in liquid medium Rumbo et al. (2011)
B. agrestis MV/B. agrestis MV pBBRMCS-1 cat Planktonic cells in liquid medium The authors mentioned specie-specific interaction between MVs and bacterial cells. Tashiro et al. (2017)
Thermus MV/Thermus spp. MV pMKPnqosyfp kan Planktonic cells in liquid medium Blesa and Berenguer (2015)
A. eronii, E. cloacae, E. coli MVs/A. veronii, E. cloacae, E. coli, P. aeruginosa MV pLC291 kan Planktonic cells in liquid medium MV-mediated HGT between four bacterial species Tran and Boedicker (2017)
Thermus spp. MVs/Thermus spp. MV Chromosome kan Planktonic cells in liquid medium Blesa and Berenguer (2015)
P. gingivalis MV/P. gingivalis MV Chromosome ermF, ermAM Planktonic cells in liquid medium Ho et al. (2015)
SPP1 phage/ SPP1-resistant B. subtilis ASEN (acquisition of sensitivity; MV & phage) SPP1 phage (pBT163) cat Planktonic cells in liquid medium This is the first report of ASEN. Tzipilevich, Habusha and Ben-Yehuda (2017)

Figure 1.

Figure 1.

Biofilm life cycle and HGT. The typical life cycle of biofilms includes attachment to surfaces, microcolony formation, maturation and detachment. MGE-encoded factors and MVs enhance attachment and cell aggregation at the early stages of biofilm formation. Degradation of the biofilm matrix by phages facilitates cell detachment. ARGs can be distributed via three classical mechanisms: conjugation, natural transformation and phage transduction (and ASEN), and two candidates for new HGT mechanisms: MVs and nanotube (denoted as new candidate) in biofilms. Examples of ARGs transferred through each pathway are shown with the respective references. DNA is depicted by red lines and circles.

Conjugation

Conjugation transfers ICEs and conjugative plasmids through a proteinaceous apparatus, the conjugation pilus, that serves as a physical link between the donor and recipient cells (Partridge et al. 2018). Conjugation is a powerful mechanism to spread ARGs in biofilms due to conjugation delivery of DNA beyond bacterial species. In addition, conjugation elements often carry multiple ARGs: for example, a 204-kb conjugative plasmid pAQU1 isolated from a coastal aquaculture in Japan (Nonaka et al. 2012) carries tet(M), tet(B), sul2, floR, a β-lactamase (blaCARB-9-like) gene, and macrolide resistance genes mph(G) and mef(C). Its relative plasmids and ARGs were also found in various aquatic environments in Japan, Taiwan and Thailand (Nonaka et al. 2014; Sugimoto et al. 2017). As another example, pB10, a 64-kb broad-host-range conjugative plasmid, which was isolated from a wastewater treatment plant, harbours tetA, sul1, an amoxicillin resistance gene (oxa2), streptomycin resistance genes (strA and strB) and mercury resistance genes (merA, merD, merE, merP and merT) (Schluter et al. 2003).

Conjugation rarely occurs between motile planktonic cells because the transfer requires a direct contact between the donor and recipient cells. However, this disadvantage is overcome in biofilms, where cells are attached to a matrix and located close together for a more-extended interval. Indeed, many reports indicate that biofilms enhance conjugation (Molin and Tolker-Nielsen 2003; Madsen et al. 2012). Under laboratory conditions, Staphylococcus aureus biofilms increased the transfer rate of a conjugative plasmid (pGO1) carrying trimethoprim and gentamicin resistance genes, providing increases in transfer rates of up to ∼16 000-fold compared to planktonic cells (Savage, Chopra and O'Neill 2013).

Under aquatic conditions, the horizontal transfer of a conjugative plasmid (pKJK5) harbouring a trimethoprim resistance gene (dfrA1) and a tetA was shown within microplastic-localised biofilms composed of diverse species in lake water (Arias-Andres et al. 2018). Neela et al. (2009) reported that tet(M) was transferred from marine Lactococcus garvieae to human Enterococcus faecalis, but not to Escherichia coli. In contrast, Vibrio spp. transferred tet(M) to E. coli, but not to E. faecalis. These donors (L. garvieae and Vibrio spp.) are fish-pathogenic bacteria; in vivo, these organisms would form biofilms on fish intestine, where the transfer of ARGs would occur. Additionally, biofilms enhanced the persistence of pKJK5 (Bahl, Hansen and Sorensen 2007) and ARGs (Zhang et al. 2009) in the absence of selective pressure. Persistence of tetracycline resistance genes has also been reported in sea farms even in the absence of selective pressure (Tamminen et al. 2011). Laboratory experiments showed that pAQU1 and the related plasmids are stable within the community of non-culturable bacteria in sterile seawater and well water without selective pressure, where the cells are in a state of deep dormancy in response to adverse environments such as severe starvation (Bien et al. 2015). Once a multidrug resistance plasmid is introduced into the community, the episome should persist stably in the environmental bacterial community even during grazing by protists (Bien et al. 2017).

Nanotube

Recently, an elongated extracellular structure, named the nanotube, was discovered as another mechanism of DNA transfer; nanotubes are employed in direct cell-to-cell contact in Bacillus subtilis (Dubey and Ben-Yehuda 2011; Dubey et al. 2016). Nanotubes are membranous structures, and they are distinguishable from conjugation pili, which are composed of proteins. Nanotubes were shown to transport a non-conjugative plasmid (pHB201) carrying a chloramphenicol resistance gene (cat) and an erythromycin resistance gene (erm) between B. subtilis cells (Dubey and Ben-Yehuda 2011), although there is no evidence of HGT mediation through nanotubes in aquatic environments. Nanotube-like structures have been described for various species including E. coli, Acinetobacter baylyi, Desulfovibrio vulgaris and Clostridium acetobutylicum (Benomar et al. 2015; Pande et al. 2015; Baidya et al. 2018). Unlike conjugation pili that transfer DNA associated with the relaxosome proteins, nanotube (-like) structures are capable of transporting cytoplasmic components such as nutrients and fluorescent marker proteins, as well as DNA. Therefore, nanotubes likely play a significant role in distribution of biomaterials (beyond ARGs alone) within bacterial communities.

Natural transformation

Natural transformation is a genetic alteration mediated by uptake of exogenous DNA through the competence machinery consisting of a transformation pilus and a DNA transporter (Lorenz and Wackernagel 1994). DNA incorporated through the machinery is integrated into the bacterial chromosome by homologous recombination, or the introduced DNA is autonomously replicated if able to function as an episome. DNA transfer via this mechanism absolutely relies on bacterial species with the ability to develop DNA competence. A total of 82 species, including Streptococcus pneumoniae, B. subtilis and Vibrio cholerae, are now known to be naturally transformable (Johnston et al. 2014). Unlike conjugation, transformation does not require a physical contact between the donor and recipient cells. Free DNA released by cell lysis can serve as the donor for transformation. Hannan et al. (2010) showed that a conjugative transposon (Tn916) carrying tet(M) was transferred from Vellonella dispar living cells to four different streptococcal species via conjugation in their biofilms; even purified naked V. dispar DNA containing Tn916 was able to serve as a donor for transformation.

In aquatic biofilms, Streptococcus mutans cells were naturally transformed by addition of a plasmid (pDL289) encoding a kanamycin resistance gene (Li et al. 2001). Acinetobacter sp. BD413 biofilms formed in LB medium have been shown to be transformable with an exogenous plasmid (pGAR1) that carries a tetracycline resistance gene, using flow cell system (Hendrickx, Hausner and Wuertz 2003). Williams et al. (1996) demonstrated that Acinetobacter BD413 cells in river biofilms were transformable with pQM17, a mercury resistance plasmid.

Bacteriophages

Bacteriophages (phages) are viruses that infect bacteria (Penades et al. 2015). Phages are important DNA reservoirs in natural environments; indeed, phages are the most abundant biological entities on the planet, and DNA packaged in phage particles are stable, avoiding digestion by nucleases. Importantly, ARGs in phages cannot be eliminated completely by wastewater disinfection treatments such as UV irradiation and chlorination (Calero-Caceres and Muniesa 2016), because phages are non-living entities and highly resistant to such treatments. Phages inject their DNA into the host cells during infection, which is a transduction gene transfer (Penades et al. 2015). Along with their own genomes, phages can deliver non-viral DNA derived from bacterial chromosomes, transposons and plasmids.

Some temperate phages, a subgroup of phages that insert their genomes into the host chromosome upon infection (a process called lysogenisation), possess antibiotic resistance genes in their genomes; for instance, β-lactam resistance gene aci1 is carried by an Acidaminococcus phage (Rands et al. 2018), and the metallo β-lactamase gene mbl is carried by a Veillonella phage (Rands, Brussow and Zdobnov 2019). Lysogenisation of such phages confers antibiotic resistance upon the bacterial host. Typically, temperate phages that reside in the bacterial genome become active in response to DNA damage, at which point the lysogenised phages begin to produce progeny. By contrast, B. subtilis phage SPβ, carrying the probable aminoglycoside resistance gene yokD (Klimecka et al. 2011), resides within a sporulation gene (spsM); the phage genome is excised from the B. subtilis chromosome during sporulation, thereby reconstituting a functional spsM gene (Abe et al. 2014; Abe, Takamatsu and Sato 2017a). A similar behaviour is observed in many temperate phage (-like) elements in Gram-positive spore-forming bacteria (Sato, Samori and Kobayashi 1990; Abe et al. 2013; Abe et al. 2017b). The excised phage (-like) elements form a circular DNA without packaging into phage particles. Although the fate of the circular DNA remains unknown, it might be horizontally transferred via natural transformation or other pathways rather than by phage infection. Such HGT by novel mechanisms may occur in aquatic bacterial communities.

Metagenomic analyses have detected various ARGs in phage fractions isolated from environmental water samples including genes encoding resistance to aminoglycoside, β-lactam, macrolide, quinolone and sulphonamide, and tetracycline antibiotics from sewages, river water, seawater and WWTPs (Colomer-Lluch et al. 2014; Lekunberri et al. 2017a,b; Wang et al. 2018; Yang et al. 2018). Phage-mediated transfer of ARGs has been reported in many bacteria under laboratory settings (von Wintersdorff et al. 2016). As examples, Solheim et al. (2013) showed that the phage-mediated transfer of cat occurred inside of E. coli biofilms in liquid medium. A Clostridium difficile phage (phiC2) has been shown to deliver an erythromycin resistance gene erm(B) (carried by a Tn6215 transposon) between C. difficile cells (Goh et al. 2013). Likewise, Acinetobacter baumannii, which is an important multidrug-resistant human pathogen, has been shown to transfer blaNDM-1 (carried within a Tn125 transposon) via phage transduction (Krahn et al. 2016). This bacterium is a commensal species in water, suggesting that A. baumannii is capable of transporting ARGs between the natural aqueous and man-made environments.

MV-mediated exchange of ARGs

MVs are typically 20- to 400-nm-diameter lipid-bilayer-enclosed particles released from bacteria (Toyofuku et al. 2015, 2019). MVs originally were reported in the 1960s, when their release was observed following outer membrane blebbing in Gram-negative bacteria (Brown et al. 2015; Toyofuku et al. 2015); however, recent work has shown that Gram-positive bacteria also produce MVs (Brown et al. 2015; Sugimoto et al. 2016; Toyofuku et al. 2017b; Toyofuku, Nomura and Eberl 2019). MVs are released not only from planktonic cells but also within biofilms. MV production in biofilms has been reported in Pseudomonas aeruginosa (Murphy et al. 2014), Helicobacter pylori (Yonezawa et al. 2009), E. coli (Nakao et al. 2018), B. subtilis (Brown et al. 2014) and S. aureus (Sugimoto et al. 2016).

The first report of the MV-mediated gene delivery was transfer of a R-plasmid carrying bla in Neisseria gonorrhoeae (Dorward, Garon and Judd 1989). Since that first finding, many laboratory studies have demonstrated the MV-mediated mobilisation of ARGs in a wide range of bacteria (Domingues and Nielsen 2017), although MV-mediated HGT in natural environments remains to be proven. MV-mediated transfer of ARGs carried by plasmids was reported in experiments with E. coli and Salmonella enterica using bla in pGFP (Yaron et al. 2000), in A. baylyi with bla in pMU125 (Fulsundar et al. 2014), in A. baumannii with blaOXA-2 in pMMA2 and pMMCU3 (Rumbo et al. 2011), in Buttiauxella agrestis with a chloramphenicol resistance gene in pBBRMCS-1 (Tashiro et al. 2017) and in Thermus spp. with kan in pMKPnqosyfp (Blesa and Berenguer 2015). Moreover, interspecies plasmid transfer via MVs was reported from Aeromonas veronii, Enterobacter cloacae and E. coli donors into A. veronii, E. cloacae, E. coli, P. aeruginosa recipients; transfer was detected using pLC291, a broad-range plasmid that carries kan (Tran and Boedicker 2017). MV-mediated transfer of chromosomal DNA containing ARGs has been shown for kan in Thermus spp. (Blesa and Berenguer 2015) and for ermF and ermAM in Porphyromonas gingivalis (Ho et al. 2015). Interestingly, MVs are capable of conveying quorum-sensing (QS) signals in Gram-negative bacteria such as P. aeruginosa (Mashburn and Whiteley 2005), Paracoccus sp. (Toyofuku et al. 2017a; Morinaga et al. 2018) and Vibrio sp. (Brameyer et al. 2018). QS signals are known to regulate conjugation (Piper, Beck von Bodman and Farrand 1993), transformation (Suckow, Seitz and Blokesch 2011) and phage induction (Laganenka et al. 2019). Therefore, MVs may be involved in regulation of HGT, as well as DNA transportation.

MVs are ubiquitous and are abundant in seawater samples (∼6 × 106 and ∼3 × 105 particles/mL in coastal surface water and Sargasso seawater samples, respectively; Biller et al. 2014). MVs isolated from the seawater samples contained a diverse pool of DNA with significant homology to members of 33 phyla including Proteobacteria, Cyanobacteria, Bacteroidetes and Firmicutes (Biller et al. 2014). MVs are also found in river water (Roose-Amsaleg et al. 2017). Chiura et al. (2011) demonstrated that MVs collected from seawater were capable to transfer auxotrophic marker DNA to E. coli in the laboratory experiment. However, there is no study that proves the MV-mediated HGT in biofilms. Further study will be required to show the direct evidence.

INTERCONNECTIONS OF HGT MECHANISMS AND BIOFILMS

Some conjugative plasmids facilitate biofilm development by encoding biofilm-associated proteins. pCF10, an E. faecalis conjugative plasmid, encodes three cell-wall-anchoring proteins (PrgA, PrgB and PrgC) that promote cell–cell adhesion at an early stage of biofilm formation (Bhatty et al. 2015). pOLA52, a Klebsiella pneumonia plasmid, possesses genes encoding type III fimbriae, which are involved in cell attachment to surfaces (Burmolle et al. 2008). Escherichia coli has many conjugative plasmids, including, for example, the F plasmid, which promotes biofilm formation in a conjugation-pilus-dependent manner (Ghigo 2001).

Natural transformation is known to be closely connected with biofilm formation in streptococci and V. cholerae (Ibanez de Aldecoa, Zafra and Gonzalez-Pastor 2017; Veening and Blokesch 2017); eDNA, which is a major component of the biofilm matrix, is released during the development of DNA competence. Streptococcal species (e.g. S. pneumoniae and S. mutans) exhibit a phenomenon called fratricide. The competent cells increase production of extracellular cell-wall degrading enzymes and bacteriocins, causing lysis of neighbouring cells and release of eDNA (Steinmoen, Knutsen and Havarstein 2002; Moscoso and Claverys 2004). Oggioni et al. (2006) showed that the addition of artificially synthesised competence-stimulating peptide (CSP) promotes S. pneumoniae biofilm formation, whereas no biofilm was formed by CSP receptor mutants. In S. mutans, the transformation efficiency correlates with development of the biofilm (Li et al. 2001). As is the case in streptococci, V. cholerae competent cells kill neighbouring cells by injection of effector proteins through a type VI pilus, leading to recipient cell death and release of eDNA (Veening and Blokesch 2017). In addition to the role in eDNA production, the V. cholerae competence pilus itself promotes cell aggregations via pilus–pilus interaction at the early stage of the biofilm formation (Adams et al. 2019).

Phages invade biofilms by disrupting the matrix and killing the embedded cells (Sutherland et al. 2004). Apparently, biofilm formation and phages are mutually exclusive. However, recent work has illustrated the positive role that phages can play in supporting the life cycle of biofilms. In many cases, phage-mediated cell lysis leads to production of eDNA, which strengthens the biofilm structures (Fernandez, Rodriguez and Garcia 2018). In another case, destruction of biofilms by the E. coli phage Rac (Liu et al. 2015) and the P. aeruginosa phage Pf4 (Rice et al. 2009) results in detachment of the cells from biofilms. Moreover, the P. aeruginosa prophage Pf4 also is involved in the stabilisation of microcolonies, thereby shaping the mature biofilm structure, and in virulence in mice (Rice et al. 2009).

MVs contribute to the development of biofilms in H. pylori (Yonezawa et al. 2009), V. cholerae (Altindis, Fu and Mekalanos 2014) and Pseudomonas putida (Baumgarten et al. 2012); MVs promote adhesion of cells to surfaces and/or cell aggregation at the early stages of biofilm formation, probably by increasing the cell surface hydrophobicity. Perhaps the most significant feature of MVs is that these structures can contain and transport various biomolecules such as DNA, RNA, proteins, metabolites and QS signals, thereby participating in many physiological processes including gene transfer, virulence, nutrient acquisition, cell defence and cell–cell communication (Tashiro, Uchiyama and Nomura 2012; Toyofuku et al. 2015). Importantly, cargos in MVs such as DNA and proteins exhibit resistance to extracellular enzymes (nucleases and proteinases) that would normally degrade these substrates (Toyofuku et al. 2015). Because of their ability to carry DNA and their abundance in nature, MVs now are gathering attention as potential agents of HGT (Domingues and Nielsen 2017).

MVs are known to modulate interactions between bacteria and phages. Bacillus subtilis SPP1 phage-resistant cells, which lack the SPP1 receptor protein, became susceptible to the phage when they captured MVs containing the receptor, leading to transduction of pBT163, a cat-encoding plasmid (Tzipilevich, Habusha and Ben-Yehuda 2017). This phenomenon, named ASEN (acquisition of sensitivity), may cause expansion of phage infection in bacterial communities; however, at the same time, it is likely to contribute to phage-mediated HGT beyond the host-range limitation. The relationship between MVs and phage is not limited to the modulation of phage susceptibility. Lysogenised phages play a critical role in the MV production in bacterial communities. Cell lysis caused by phage-derived lytic enzymes releases MVs in P. aeruginosa (Toyofuku et al. 2014; Turnbull et al. 2016) and B. subtilis (Toyofuku et al. 2017b).

METHODOLOGIES FOR STUDYING HGT AND BIOFILMS

From the past to the present, detection of ARGs and ARB has been generally performed by quantitative PCR using environmental DNA and genomic analysis of cultivated clonal ARB isolated from the environments. Filter mating, transformation and transduction assays are often used to verify the transfer of ARGs in laboratories (Table 1). Currently, high-throughput next-generation DNA sequencers (NGS) provide vast amounts of whole-genome data of organisms, and NGS allow researchers to obtain multispecies genomic data directly from uncultivated bacteria in the natural environments (metagenome) (Bragg and Tyson 2014). The sequenced data are deposited on the public databases [e.g. comprehensive ARG database, CARD, (McArthur et al. 2013)] and available for further analysis, such as classifying ARGs and identifying HGT events. To date, many computational pipelines and software have been developed to detect HGT (Douglas and Langille 2019). In particular, Song et al. (2019) and Li, Jiang and Li (2019) have recently created MetaCHIP and LEMON, respectively, which are aimed for prediction of HGT events in bacterial communities from metagenomic data. These authors mentioned the availability of these software to detect mobilisation of ARGs. Utilisation of the software may provide information of how ARGs have been transferred in the past within the individual microbial communities. Although the recent environmental ARG research may largely rely on the cultivation-independent metagenomic analysis, the cultivation-based approach is still needed to study antibiotic resistance properties of newly identified ARBs and mobilisation of novel MGEs, whose information is not obtained only from the sequencing data.

Combinations of experimental and bioinformatic methodologies contribute to discovery of new HGT pathways and mechanisms beyond detection of ARGs. For examples, Jiang et al. (2017) and Nonaka et al. (2018) employed integrative approaches to examine interspecies transfer of ARGs through combination reactions of transposase/integrase-mediated transposition and homologous recombination. Jianget al. (2017) identified potential examples of ARGs within transposons transferred from actinobacteria to proteobacteria by informatic analysis of genomic sequences deposited in public databases, and then experimentally confirmed the mobilisation. Their results suggest an explanation for the emergence of antibiotic-resistant pathogens through interspecies HGT. Nonaka et al. (2018) examined the conjugative transfer of a multidrug resistance plasmid (pSEA1) between E. coli and Vibrio ponticus. Whole-genome sequencing of the transconjugant and subsequent molecular genetic analysis revealed the two-step mechanism underlying the interspecies transfer of pSEA1, where during conjugation of thepSEA1, Tn6283 on the plasmid first transposes into the recipient genome and consequently, another transferred pSEA1 can be integrated into the genome through a homologue recombination event at the Tn6283 sequences between the recipient genome and pSEA1. These examples demonstrate the usefulness of the combination approaches.

For simulations of ARGs dissemination, mathematical models for HGT have been devised (Nielsen and Townsend 2004; Sørensen et al. 2005; Mao and Lu 2016). Recently, Nazarian, Tran and Boedicker (2018) reported a new computational model for HGT in multispecies bacterial communities, taking MV-mediated gene transfer into account, as well as the traditional mechanisms, conjugation, transformation and transduction. Computational simulations should be important to forecast the ARGs dissemination in the environments.

Visualisation of biofilms with microscopies is essential to understand their structures and properties. Schwartz et al. (2009) reported the imaging and characterisation of natural biofilms on water filter materials by use of scanning and transmission electron microscopy (SEM and TEM) and Raman microspectroscopy. Sugimoto et al. (2016) developed atmospheric scanning electron microscopy (ASEM) to observe nanostructures within biofilms in liquid. Confocal microscopy is useful to observe dynamics of viable and developing biofilms. Microfluidics devices combined to confocal microscopy constitutes a powerful tool to observe viable biofilms under non-invasive conditions (Christensen et al. 1998; Yawata, Nomura and Uchiyama 2008; Kiyokawa et al. 2017). Not only laboratory observation, Grzegorczyk et al. (2018) also developed the in situ observation strategy for biofilms growing in marine environments.

Li et al. (2018) and Qiu et al. (2018) reported the novel integrative microfluidic systems, which consist of microfluidics, laser confocal microscopy and flow cytometry. By use of gfp-carrying conjugative plasmids as donor DNA, their systems are capable of in situ tracking HGT of the plasmid within viable biofilms on the microfluidics devices, which allow temporal and spatial analysis of HGT in 3D biofilms and quantification of the HGT rate by counting transconjugants by following flow cytometric analysis. They succeeded in calculation of real-time HGT rates within activated sludge biofilms, suggesting that their systems are applicable for determination of HGT rates within biofilms collected from various environments, using conjugative and non-conjugative plasmids, phages and MVs as donors. Furthermore, if combined with a cell sorter and NGS, the HGT pathway may also be analysable in the system.

Since the discovery of MVs, TEM and SEM have been routinely used for analysis on their structures. In addition, the use of recent high-resolution confocal microscopy has enabled in vivo observation of MV release from bacterial cells (Turnbull et al. 2016; Toyofuku et al. 2017b); however, for observation of their movements in solution, high-speed and -resolution microscope technology will be needed. Moreover, little is known about the behaviour of MVs in biofilms. Future research will require more detailed analysis of the biogenesis/absorption of MVs by bacteria and the development of imaging technology allowing the in vivo tracking of MVs in liquid and in biofilms.

FUTURE CHALLENGES

Evidence that the aquatic environment is a huge reservoir of ARGs is increasing (Zhang, Zhang and Fang 2009; Amos et al. 2014). For the risk assessment of the ARB emergence in the aquatic environments, investigation of the ARG transfer mechanisms, rates and pathways is required urgently; however, due to the complexity of the multiple HGT mechanisms and experimental limitations, it remains a challenging problem. We emphasise that closer integration of experimental and computational approaches will be needed more to establish the comprehensive strategy. Metagenomic analysis of water environments provides information on the current status of the ARGs and ARB dissemination in the environment. Analysis of the metagenomic data with the HGT detection software (e.g. MetaCHIP and LEMON) will be helpful to understand the history of ARG transfer. The latest microfluidic systems combined with laser confocal microscopy, fluorescent labelling of bacteria and flow cytometry (Li et al. 2018; Qiu et al. 2018) can provide us the in situ information of the quantitative rates of the ongoing HGT events in viable biofilms collected from environments. Further, if followed by cell sorting and metagenomic sequencing, it may be also possible to reveal the ARG transfer pathway in the biofilms. Such systematic experimental methodology will provide accurate and quantitative data of HGT enough to build reliable mathematic models and computational simulations, which enables us to predict the ARG dissemination in natural environments. The integrative approaches will provide a better understanding of the chronological distribution of ARGs and evolution of MGEs through complicated HGT processes.

We have highlighted in this review the previous studies that demonstrated the importance and potential of MVs as the HGT agents; however, their biological properties are still not understood fully. A very important and interesting open question is whether ARGs are exchanged through MVs between spatially separated biofilms in aquatic environments. If it is verified, ocean will be considered as the hugest genetic reservoir, where ARGs can be exchanged globally.

Water environments are very complex environments, in which biofilms are the most probable micro-hot spot of HGT of ARGs. Experimental and bioinformatic approaches are facilitating the accumulation of new evidence regarding HGT mechanisms involving ARGs, which should continue to contribute to future progress in ARB research.

FUNDING

This work was supported in part by grants from KAKENHI (Nos. 16H01782, 16H06382 and 19K05762), JSPS, ERATO (No. JPMJER1502) and JST.

Conflict of interest. None declared.

REFERENCES

  1. Abe K, Yoshinari A, Aoyagi T et al.. Regulated DNA rearrangement during sporulation in Bacillus weihenstephanensis KBAB4. Mol Microbiol. 2013;90:415–27. [DOI] [PubMed] [Google Scholar]
  2. Abe K, Kawano Y, Iwamoto K et al.. Developmentally-regulated excision of the SPβ prophage reconstitutes a gene required for spore envelope maturation in Bacillus subtilis. PLoS Genet. 2014;10:e1004636. [DOI] [PMC free article] [PubMed] [Google Scholar]
  3. Abe K, Takamatsu T, Sato T. Mechanism of bacterial gene rearrangement: SprA-catalyzed precise DNA recombination and its directionality control by SprB ensure the gene rearrangement and stable expression of spsM during sporulation in Bacillus subtilis. Nucl Acids Res. 2017a;45:6669–83. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Abe K, Shimizu S, Tsuda S et al.. A novel non prophage(-like) gene-intervening element within gerE that is reconstituted during sporulation in Bacillus cereus ATCC10987. Sci Rep. 2017b;7:11426. [DOI] [PMC free article] [PubMed] [Google Scholar]
  5. Adams DW, Stutzmann S, Stoudmann C et al.. DNA-uptake pili of Vibrio cholerae are required for chitin colonization and capable of kin recognition via sequence-specific self-interaction. Nat Microbiol. 2019;4:1545–57. [DOI] [PMC free article] [PubMed] [Google Scholar]
  6. Altindis E, Fu Y, Mekalanos JJ. Proteomic analysis of Vibrio cholerae outer membrane vesicles. Proc Natl Acad Sci USA. 2014;111:E1548–56. [DOI] [PMC free article] [PubMed] [Google Scholar]
  7. Aminov RI. Horizontal gene exchange in environmental microbiota. Front Microbiol. 2011;2:158. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Amos GCA, Zhang L, Hawkey PM et al.. Functional metagenomic analysis reveals rivers are a reservoir for diverse antibiotic resistance genes. Vet Microbiol. 2014;171:441–7. [DOI] [PubMed] [Google Scholar]
  9. Angles ML, Marshall KC, Goodman AE. Plasmid transfer between marine bacteria in the aqueous phase and biofilms in reactor microcosm. Appl Environ Microb. 1993;59:843–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Arias-Andres M, Klumper U, Rojas-Jimenez K et al.. Microplastic pollution increases gene exchange in aquatic ecosystems. Environ Pollut. 2018;237:253–61. [DOI] [PubMed] [Google Scholar]
  11. Bahl MI, Hansen LH, Sorensen SJ. Impact of conjugal transfer on the stability of IncP-1 plasmid pKJK5 in bacterial populations. FEMS Microbiol Lett. 2007;266:250–6. [DOI] [PubMed] [Google Scholar]
  12. Baidya AK, Bhattacharya S, Dubey GP et al.. Bacterial nanotubes: a conduit for intercellular molecular trade. Curr Opin Microbiol. 2018;42:1–6. [DOI] [PubMed] [Google Scholar]
  13. Balcazar JL, Subirats J, Borrego CM. The role of biofilms as environmental reservoirs of antibiotic resistance. Front Microbiol. 2015;6:1216. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Baumgarten T, Sperling S, Seifert J et al.. Membrane vesicle formation as a multiple-stress response mechanism enhances Pseudomonas putida DOT-T1E cell surface hydrophobicity and biofilm formation. Appl Environ Microb. 2012;78:6217–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Benomar S, Ranava D, Cardenas ML et al.. Nutritional stress induces exchange of cell material and energetic coupling between bacterial species. Nat Commun. 2015;6:6283. [DOI] [PubMed] [Google Scholar]
  16. Besemer K. Biodiversity, community structure and function of biofilms in stream ecosystems. Res Microbiol. 2015;166:774–81. [DOI] [PMC free article] [PubMed] [Google Scholar]
  17. Bhatty M, Cruz MR, Frank KL et al.. Enterococcus faecalis pCF10-encoded surface proteins PrgA, PrgB (aggregation substance) and PrgC contribute to plasmid transfer, biofilm formation and virulence. Mol Microbiol. 2015;95:660–77. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Bien TLT, Sato-Takabe Y, Ogo M et al.. Persistence of multi-drug resistance plasmids in sterile water under very low concentrations of tetracycline. Microbes Environ. 2015;30:339–43. [DOI] [PMC free article] [PubMed] [Google Scholar]
  19. Bien TLT, Thao NV, Kitamura S-I et al.. Release and constancy of an antibiotic resistance gene in seawater under grazing stress by ciliates and heterotrophic nanoflagellates. Microbes Environ. 2017;32:174–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Biller SJ, Schubotz F, Roggensack SE et al.. Bacterial vesicles in marine ecosystems. Science. 2014;343:183–6. [DOI] [PubMed] [Google Scholar]
  21. Blesa A, Berenguer J.. Contribution of vesicle-protected extracellular DNA to horizontal gene transfer in Thermus spp. Int Microbiol. 2015;18:177–87. [DOI] [PubMed] [Google Scholar]
  22. Bragg L, Tyson GW. Metagenomics using next-generation sequencing. Methods Mol Biol. 2014;1096:183–201. [DOI] [PubMed] [Google Scholar]
  23. Brameyer S, Plener L, Müller A et al.. Outer membrane vesicles facilitate trafficking of the hydrophobic signaling molecule CAI-1 between Vibrio harveyi cells. J Bacteriol. 2018;200:e00740–17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Brown L, Wolf JM, Prados-Rosales R et al.. Through the wall: extracellular vesicles in Gram-positive bacteria, mycobacteria and fungi. Nat Rev Microbiol. 2015;13:620–30. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Brown L, Kessler A, Cabezas-Sanchez P et al.. Extracellular vesicles produced by the Gram-positive bacterium Bacillus subtilis are disrupted by the lipopeptide surfactin. Mol Microbiol. 2014;93:183–98. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. Burmolle M, Bahl MI, Jensen LB et al.. Type 3 fimbriae, encoded by the conjugative plasmid pOLA52, enhance biofilm formation and transfer frequencies in Enterobacteriaceae strains. Microbiol. 2008;154:187–95. [DOI] [PubMed] [Google Scholar]
  27. Cairns LS, Hobley L, Stanley-Wall NR. Biofilm formation by Bacillus subtilis: new insights into regulatory strategies and assembly mechanisms. Mol Microbiol. 2014;93:587–98. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. Calero-Caceres W, Muniesa M.. Persistence of naturally occurring antibiotic resistance genes in the bacteria and bacteriophage fractions of wastewater. Wat Res. 2016;95:11–8. [DOI] [PubMed] [Google Scholar]
  29. Calero-Caceres W, Ye M, Balcazar JL. Bacteriophages as environmental reservoirs of antibiotic resistance. Trends Microbiol. 2019;27:570–7. [DOI] [PubMed] [Google Scholar]
  30. Carattoli A. Plasmids and the spread of resistance. Int J Med Microbiol. 2013;303:298–304. [DOI] [PubMed] [Google Scholar]
  31. Chiura HX, Kogure K, Hagemann S et al.. Evidence for particle-induced horizontal gene transfer and serial transduction between bacteria. FEMS Microbiol Ecol. 2011;76:576–91. [DOI] [PubMed] [Google Scholar]
  32. Christensen BB, Sternberg C, Andersen JB et al.. Establishment of new genetic traits in a microbial biofilm community. Appl Environ Microb. 1998;64:2247–55. [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Colomer-Lluch M, Calero-Caceres W, Jebri S et al.. Antibiotic resistance genes in bacterial and bacteriophage fractions of Tunisian and Spanish wastewaters as markers to compare the antibiotic resistance patterns in each population. Environ Int. 2014;73:167–75. [DOI] [PubMed] [Google Scholar]
  34. Das T, Sehar S, Manefield M. The roles of extracellular DNA in the structural integrity of extracellular polymeric substance and bacterial biofilm development. Environ Microbiol Rep. 2013;5:778–86. [DOI] [PubMed] [Google Scholar]
  35. Domingues S, Nielsen KM.. Membrane vesicles and horizontal gene transfer in prokaryotes. Curr Opin Microbiol. 2017;38:16–21. [DOI] [PubMed] [Google Scholar]
  36. Dorward DW, Garon CF, Judd RC. Export and intercellular transfer of DNA via membrane blebs of Neisseria gonorrhoeae. J Bacteriol. 1989;171:2499–505. [DOI] [PMC free article] [PubMed] [Google Scholar]
  37. Douglas GM, Langille MGI.. Current and promising approaches to identify horizontal gene transfer events in metagenomes. Genome Biol Evol. 2019;10:2750–66. [DOI] [PMC free article] [PubMed] [Google Scholar]
  38. Dubey GP, Ben-Yehuda S. Intercellular nanotubes mediate bacterial communication. Cell. 2011;144:590–600. [DOI] [PubMed] [Google Scholar]
  39. Dubey GP, Malli Mohan GB, Dubrovsky A et al.. Architecture and characteristics of bacterial nanotubes. Dev Cell. 2016;36:453–61. [DOI] [PubMed] [Google Scholar]
  40. Engemann CA, Keen PL, Knapp CW et al.. Fate of tetracycline resistance genes in aquatic systems: migration from the water column to peripheral biofilms. Environ Sci Technol. 2008;42:5131–6. [DOI] [PubMed] [Google Scholar]
  41. Fernandez L, Rodriguez A, Garcia P. Phage or foe: an insight into the impact of viral predation on microbial communities. ISME J. 2018;12:1171–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Flemming HC, Wingender J, Szewzyk U et al.. Biofilms: an emergent form of bacterial life. Nat Rev Microbiol. 2016;14:563–75. [DOI] [PubMed] [Google Scholar]
  43. Fulaz S, Vitale S, Quinn L et al.. Nanoparticle-biofilm interactions: the role of the EPS matrix. Trends Microbiol. 2019;27:915–26. [DOI] [PubMed] [Google Scholar]
  44. Fulsundar S, Harms K, Flaten GE et al.. Gene transfer potential of outer membrane vesicles of Acinetobacter baylyi and effects of stress on vesiculation. Appl Environ Microb. 2014;80:3469–83. [DOI] [PMC free article] [PubMed] [Google Scholar]
  45. Ghigo JM. Natural conjugative plasmids induce bacterial biofilm development. Nature. 2001;412:442–5. [DOI] [PubMed] [Google Scholar]
  46. Goh S, Hussain H, Chang BJ et al.. Phage varphiC2 mediates transduction of Tn6215, encoding erythromycin resistance, between Clostridium difficile strains. mBio. 2013;4:e00840–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
  47. Goodman AE, Hild E, Marshall KC et al.. Conjugative plasmid transfer between bacteria under simulated marine oligotrophic conditions. Appl Environ Microb. 1993;59:1035–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  48. Grzegorczyk M, Pogorzelski SJ, Pospiech A et al.. Monitoring of marine biofilm formation dynamics at submerged solid surfaces with multitechnique sensors. Front Mar Sci. 2018;5:363. [Google Scholar]
  49. Guilhen C, Forestier C, Balestrino D. Biofilm dispersal: multiple elaborate strategies for dissemination of bacteria with unique properties. Mol Microbiol. 2017;105:188–210. [DOI] [PubMed] [Google Scholar]
  50. Gullberg E, Cao S, Berg OG et al.. Selection of resistant bacteria at very low antibiotic concentrations. PLoS Pathog. 2011;7:e1002158. [DOI] [PMC free article] [PubMed] [Google Scholar]
  51. Guo XP, Yang Y, Lu DP et al.. Biofilms as a sink for antibiotic resistance genes (ARGs) in the Yangtze Estuary. Wat Res. 2018;129:277–86. [DOI] [PubMed] [Google Scholar]
  52. Hall CW, Mah T-F.. Molecular mechanisms of biofilm-based antibiotic resistance and tolerance in pathogenic bacteria. FEMS Microbiol Rev. 2017;41:276–301. [DOI] [PubMed] [Google Scholar]
  53. Hall-Stoodley L, Costerton JW, Stoodley P. Bacterial biofilms: from the natural environment to infectious diseases. Nat Rev Microbiol. 2004;2:95–108. [DOI] [PubMed] [Google Scholar]
  54. Hannan S, Ready D, Jasni AS et al.. Transfer of antibiotic resistance by transformation with eDNA within oral biofilms. FEMS Immunol Med Microbiol. 2010;59:345–9. [DOI] [PubMed] [Google Scholar]
  55. Hashiguchi TCO, Ouakrim DA, Padget M et al.. Resistance proportions for eight priority antibiotic-bacterium combinations in OECD, EU/EEA and G20 countries 2000 to 2030: a modelling study. Euro Surveill. 2019;24:1800445. [DOI] [PMC free article] [PubMed] [Google Scholar]
  56. Hatosy SM, Martiny AC.. The ocean as a global reservoir of antibiotic resistance genes. Appl Environ Microb. 2015;81:7593–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  57. Hendrickx L, Hausner M, Wuertz S. Natural genetic transformation in monoculture Acinetobacter sp. strain BD413 biofilms. Appl Environ Microb. 2003;69:1721–7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  58. Ho M-H, Chen C-H, Goodwin JS et al.. Functional advantages of Porphyromonas gingivalis vesicles. PLoS One. 2015;10:e0123448. [DOI] [PMC free article] [PubMed] [Google Scholar]
  59. Hoa PTP, Nonaka L, Hung Viet P et al.. Detection of the sul1, sul2, and sul3 genes in sulfonamide-resistant bacteria from wastewater and shrimp ponds of north Vietnam. Sci Total Environ. 2008;405:377–84. [DOI] [PubMed] [Google Scholar]
  60. Ibanez de Aldecoa AL, Zafra O, Gonzalez-Pastor JE. Mechanisms and regulation of extracellular DNA release and its biological roles in microbial communities. Front Microbiol. 2017;8:1390. [DOI] [PMC free article] [PubMed] [Google Scholar]
  61. Jiang X, Ellabaan MMH, Charusanti P et al.. Dissemination of antibiotic resistance genes from antibiotic producers to pathogens. Nat Commun. 2017;8:15784. [DOI] [PMC free article] [PubMed] [Google Scholar]
  62. Johnston C, Martin B, Fichant G et al.. Bacterial transformation: distribution, shared mechanisms and divergent control. Nat Rev Microbiol. 2014;12:181–96. [DOI] [PubMed] [Google Scholar]
  63. Kim SR, Nonaka L, Suzuki S. Occurrence of tetracycline resistance genes tet(M) and tet(S) in bacteria from marine aquaculture sites. FEMS Microbiol Lett. 2004;237:147–56. [DOI] [PubMed] [Google Scholar]
  64. Kiyokawa T, Usuba R, Obana N et al.. A versatile and rapidly deployable device to enable spatiotemporal observations of the sessile microbes and environmental surfaces. Microbes Environ. 2017;32:88–91. [DOI] [PMC free article] [PubMed] [Google Scholar]
  65. Klimecka MM, Chruszcz M, Font J et al.. Structural analysis of a putative aminoglycoside N-acetyltransferase from Bacillus anthracis. J Mol Biol. 2011;410:411–23. [DOI] [PMC free article] [PubMed] [Google Scholar]
  66. Krahn T, Wibberg D, Maus I et al.. Intraspecies transfer of the chromosomal Acinetobacter baumannii blaNDM-1 carbapenemase gene. Antimicrob Agents Chemother. 2016;60:3032–40. [DOI] [PMC free article] [PubMed] [Google Scholar]
  67. Laganenka L, Sander T, Lagonenko A et al.. Quorum sensing and metabolic state of the host control lysogeny-lysis switch of bacteriophage T1. mBio. 2019;10:e01884–19. [DOI] [PMC free article] [PubMed] [Google Scholar]
  68. Lekunberri I, Subirats J, Borrego CM et al.. Exploring the contribution of bacteriophages to antibiotic resistance. Environ Pollut. 2017a;220:981–4. [DOI] [PubMed] [Google Scholar]
  69. Lekunberri I, Villagrasa M, Balcazar JL et al.. Contribution of bacteriophage and plasmid DNA to the mobilization of antibiotic resistance genes in a river receiving treated wastewater discharges. Sci Total Environ. 2017b;601–602:206–9. [DOI] [PubMed] [Google Scholar]
  70. Li B, Qiu Y, Zhang J et al.. Real-time study of rapid spread of antibiotic resistance plasmid in biofilm using microfluidics. Environ Sci Technol. 2018;52:11132–41. [DOI] [PubMed] [Google Scholar]
  71. Li C, Jiang Y, Li S. LEMON: a method to construct the local strains at horizontal gene transfer sites in gut metagenomics. BMC Bioinformatics. 2019;20:702. [DOI] [PMC free article] [PubMed] [Google Scholar]
  72. Li YH, Lau PC, Lee JH et al.. Natural genetic transformation of Streptococcus mutans growing in biofilms. J Bacteriol. 2001;183:897–908. [DOI] [PMC free article] [PubMed] [Google Scholar]
  73. Liu X, Li Y, Guo Y et al.. Physiological function of Rac prophage during biofilm formation and regulation of Rac excision in Escherichia coli K-12. Sci Rep. 2015;5:16074. [DOI] [PMC free article] [PubMed] [Google Scholar]
  74. Lorenz MG, Wackernagel W.. Bacterial gene transfer by natural genetic transformation in the environment. Microbiol Rev. 1994;58:563–602. [DOI] [PMC free article] [PubMed] [Google Scholar]
  75. Madsen JS, Burmolle M, Hansen LH et al.. The interconnection between biofilm formation and horizontal gene transfer. FEMS Immunol Med Microbiol. 2012;65:183–95. [DOI] [PubMed] [Google Scholar]
  76. Mao J, Lu T.. Population-dynamic modelling of bacterial horizontal gene transfer by natural transformation. Biophys J. 2016;110:258–68. [DOI] [PMC free article] [PubMed] [Google Scholar]
  77. Mashburn LM, Whiteley M.. Membrane vesicles traffic signals and facilitate group activities in a prokaryote. Nature. 2005;437:422–5. [DOI] [PubMed] [Google Scholar]
  78. McArthur AG, Waglechner N, Nizam F et al.. The comprehensive antibiotic resistance database. Antimicrob Agents Chemother. 2013;57:3348–57. [DOI] [PMC free article] [PubMed] [Google Scholar]
  79. Michels J, Stippkugel A, Lenz M et al.. Rapid aggregation of biofilm-covered microplastics with marine biogenic particles. Proc Royal Soc B. 2018;285:1203. [DOI] [PMC free article] [PubMed] [Google Scholar]
  80. Molin S, Tolker-Nielsen T.. Gene transfer occurs with enhanced efficiency in biofilms and induces enhanced stabilisation of the biofilm structure. Cur Opin Biotechnol. 2003;14:255–61. [DOI] [PubMed] [Google Scholar]
  81. Morinaga K, Yamamoto T, Nomura N et al.. Paracoccus denitrificans can utilize various long-chain N-acyl homoserine lactones and sequester them in membrane vesicles. Environ Microbiol Rep. 2018;10:651–4. [DOI] [PubMed] [Google Scholar]
  82. Moscoso M, Claverys JP.. Release of DNA into the medium by competent Streptococcus pneumoniae: kinetics, mechanism and stability of the liberated DNA. Mol Microbiol. 2004;54:783–94. [DOI] [PubMed] [Google Scholar]
  83. Murphy K, Park AJ, Hao Y et al.. Influence of O polysaccharides on biofilm development and outer membrane vesicle biogenesis in Pseudomonas aeruginosa PAO1. J Bacteriol. 2014;196:1306–17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  84. Nakao R, Myint SL, Wai SN et al.. Enhance biofilm formation and membrane vesicle release by Escherichia coli expressing a commonly occurring plasmid gene kil. Front Microbiol. 2018;9:2605. [DOI] [PMC free article] [PubMed] [Google Scholar]
  85. Nazarian P, Tran F, Boedicker JQ. Modeling multispecies gene flow dynamics reveals the unique roles of different horizontal gene transfer mechanisms. Front Microbiol. 2018;9:2978. [DOI] [PMC free article] [PubMed] [Google Scholar]
  86. Neela FA, Nonaka L, Rahman MH et al.. Transfer of the chromosomally encoded tetracycline resistance gene tet(M) from marine bacteria to Escherichia coli and Enterococcus faecalis. World J Microbiol Biotechnol. 2009;25:1095–101. [Google Scholar]
  87. Nielsen KM, Townsend JP. Monitoring and modelling horizontal gene transfer. Nat Biotechnol. 2004;22:1110–4. [DOI] [PubMed] [Google Scholar]
  88. Nonaka L, Ikeno K, Suzuki S. Distribution of tetracycline resistance gene, tet(M), in Gram-positive and Gram-negative bacteria isolated from sediment and seawater at a coastal aquaculture site in Japan. Microbes Environ. 2007;22:355–64. [Google Scholar]
  89. Nonaka L, Maruyama F, Miyamoto M et al.. Novel conjugative transferable multiple drug resistance plasmid pAQU1 from Photobacterium damselae subsp. damselae isolated from marine aquaculture environment. Microbes Environ. 2012;27:263–72. [DOI] [PMC free article] [PubMed] [Google Scholar]
  90. Nonaka L, Maruyama F, Onishi Y et al.. Various pAQU plasmids possibly contribute to disseminate tetracycline resistance gene tet(M) among marine bacterial community. Front Microbiol. 2014;5:152. [DOI] [PMC free article] [PubMed] [Google Scholar]
  91. Nonaka L, Yamamoto T, Maruyama F et al.. Interplay of a non-conjugative integrative element and a conjugative plasmid in the spread of antibiotic resistance via suicidal plasmid transfer from an aquaculture Vibrio isolate. PLoS One. 2018;13:e0198613. [DOI] [PMC free article] [PubMed] [Google Scholar]
  92. Obana N, Nakamura K, Nomura N. A sporulation factor is involved in the morphological change of Clostridium perfringens biofilms in response to temperature. J Bacteriol. 2014;196:1540–50. [DOI] [PMC free article] [PubMed] [Google Scholar]
  93. Oberbeckmann S, Loeder MG, Gerdts G et al.. Spatial and seasonal variation in diversity and structure of microbial biofilms on marine plastics in northern european waters. FEMS Microbiol Ecol. 2014;90:478–92. [DOI] [PubMed] [Google Scholar]
  94. Oggioni MR, Trappetti C, Kadioglu A et al.. Switch from planktonic to sessile life: a major event in pneumococcal pathogenesis. Mol Microbiol. 2006;61:1196–210. [DOI] [PMC free article] [PubMed] [Google Scholar]
  95. Pande S, Shitut S, Freund L et al.. Metabolic cross-feeding via intercellular nanotubes among bacteria. Nat Commun. 2015;6:6238. [DOI] [PubMed] [Google Scholar]
  96. Partridge SR, Kwong SM, Firth N et al.. Mobile genetic elements associated with antimicrobial resistance. Clin Microbiol Rev. 2018;31:e00088–17. [DOI] [PMC free article] [PubMed] [Google Scholar]
  97. Penades JR, Chen J, Quiles-Puchalt N et al.. Bacteriophage-mediated spread of bacterial virulence genes. Cur Opin Microbiol. 2015;23:171–8. [DOI] [PubMed] [Google Scholar]
  98. Piper KR, Beck von Bodman S, Farrand SK. Conjugation factor of Agrobacterium tumefaciens regulates Ti plasmid transfer by autoinduction. Nature. 1993;362:448–50. [DOI] [PubMed] [Google Scholar]
  99. Qiu Y, Zhang J, Li B et al.. A novel microfluidic system enables visualization and analysis of antibiotic resistance gene transfer to activated sludge bacteria in biofilm. Sci Total Environ. 2018;642:582–90. [DOI] [PubMed] [Google Scholar]
  100. Rahman HM, Nonaka L, Tago R et al.. Occurrence of two genotypes of tetracycline (TC) resistance gene tet(M) in the TC-resistant bacteria in marine sediments of Japan. Environ Sci Technol. 2008;42:5055–61. [DOI] [PubMed] [Google Scholar]
  101. Rahman HM, Sakamoto KQ, Kitamura S-I et al.. Diversity of tetracycline resistant bacteria and resistance gene tet(M) in fecal microbial community of Adélie penguin in Antarctica. Polar Biol. 2015;38:1775–81. [Google Scholar]
  102. Rands CM, Brussow H, Zdobnov EM. Comparative genomics groups phages of Negativicutes and classical Firmicutes despite different Gram-staining properties. Environ Microbiol. 2019;21:3989–4001. [DOI] [PubMed] [Google Scholar]
  103. Rands CM, Starikova EV, Brussow H et al.. ACI-1 beta-lactamase is widespread across human gut microbiomes in Negativicutes due to transposons harboured by tailed prophages. Environ Microbiol. 2018;20:2288–300. [DOI] [PubMed] [Google Scholar]
  104. Rice SA, Tan CH, Mikkelsen PJ et al.. The biofilm life cycle and virulence of Pseudomonas aeruginosa are dependent on a filamentous prophage. ISME J. 2009;3:271–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
  105. Roose-Amsaleg C, Fedala Y, Vénien-Bryan C et al.. Utilization of interferometric light microscopy for the rapid analysis of virus abundance in a river. Res Microbiol. 2017;168:413–8. [DOI] [PubMed] [Google Scholar]
  106. Rumbo C, Fernández-Moreira E, Merino M et al.. Horizontal transfer of the OXA-24 carbapenemase gene via outer membrane vesicles: a new mechanism of dissemination of carbapenem resistance genes in Acinetobacter baumannii. Antimicrob Agents Chemother. 2011;55:3084–90. [DOI] [PMC free article] [PubMed] [Google Scholar]
  107. Sato T, Samori Y, Kobayashi Y. The cisA cistron of Bacillus subtilis sporulation gene spoIVC encodes a protein homologous to a site-specific recombinase. J Bacteriol. 1990;172:1092–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  108. Savage VJ, Chopra I, O'Neill AJ. Staphylococcus aureus biofilms promote horizontal transfer of antibiotic resistance. Antimicrob Agents Chemother. 2013;57:1968–70. [DOI] [PMC free article] [PubMed] [Google Scholar]
  109. Schluter A, Heuer H, Szczepanowski R et al.. The 64508 bp IncP-1β antibiotic multiresistance plasmid pB10 isolated from a waste-water treatment plant provides evidence for recombination between members of different branches of the IncP-1β group. Microbiology. 2003;149:3139–53. [DOI] [PubMed] [Google Scholar]
  110. Schwartz T, Jungfer C, Heissler S et al.. Combined use of molecular biology taxonomy, Raman spectrometry and ESEM imaging to study natural biofilms grown on filter materials at water works. Chemosphere. 2009;77:249–57. [DOI] [PubMed] [Google Scholar]
  111. Sizemore R, Colwell R.. Plasmids carried by antibiotic-resistant marine bacteria. Antimicrob Agents Chemother. 1977;12:373–82. [DOI] [PMC free article] [PubMed] [Google Scholar]
  112. Solheim HT, Sekse C, Urdahl AM et al.. Biofilm as an environment for dissemination of stx genes by transduction. Appl Environ Microb. 2013;79:896–900. [DOI] [PMC free article] [PubMed] [Google Scholar]
  113. Song W, Wemheuer B, Zhang S et al.. MetaCHIP: community-level horizontal gene transfer identification through the combination of best-match and phylogenetic approaches. Microbiome. 2019;7:36. [DOI] [PMC free article] [PubMed] [Google Scholar]
  114. Sørensen SJ, Bailey M, Hansen LH et al.. Studying plasmid horizontal transfer in situ: a critical review. Nat Rev Microbiol. 2005;3:700–10. [DOI] [PubMed] [Google Scholar]
  115. Steinmoen H, Knutsen E, Havarstein LS. Induction of natural competence in Streptococcus pneumoniae triggers lysis and DNA release from a subfraction of the cell population. Proc Natl Acad Sci USA. 2002;99:7681–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
  116. Suckow G, Seitz P, Blokesch M. Quorum sensing contributes to natural transformation of Vibrio cholerae in a species-specific manner. J Bacteriol. 2011;193:4914–24. [DOI] [PMC free article] [PubMed] [Google Scholar]
  117. Sugimoto S, Okuda K, Miyakawa R et al.. Imaging of bacterial multicellular behaviour in biofilms in liquid by atmospheric scanning electron microscopy. Sci Rep. 2016;6:25889. [DOI] [PMC free article] [PubMed] [Google Scholar]
  118. Sugimoto Y, Suzuki S, Nonaka L et al.. The novel mef(C)-mph(G) macrolide resistance genes are conveyed in the environment on various vectors. J Glob Antimicrob Resist. 2017;10:47–53. [DOI] [PubMed] [Google Scholar]
  119. Sutherland IW, Hughes KA, Skillman LC et al.. The interaction of phage and biofilms. FEMS Microbiol Lett. 2004;232:1–6. [DOI] [PubMed] [Google Scholar]
  120. Suzuki S, Hoa PTP.. Distribution of quinolones, sulfonamides, tetracyclines in aquatic environment and antibiotic resistance in Indochina. Front Microbiol. 2012;3:67. [DOI] [PMC free article] [PubMed] [Google Scholar]
  121. Suzuki S, Nakanishi S, Tamminen M et al.. Occurrence of sul and tet(M) genes in bacterial community in Japanese marine aquaculture environment throughout the year: profile comparison with Taiwanese and Finnish aquaculture waters. Sci Total Environ. 2019;669:649–56. [DOI] [PubMed] [Google Scholar]
  122. Tamminen M, Karkman A, Lohmus A et al.. Tetracycline resistance genes persist at aquaculture farms in the absence of selection pressure. Environ Sci Technol. 2011;45:386–91. [DOI] [PubMed] [Google Scholar]
  123. Tashiro Y, Uchiyama H, Nomura N. Multifunctional membrane vesicles in Pseudomonas aeruginosa. Environ Microbiol. 2012;14:1349–62. [DOI] [PubMed] [Google Scholar]
  124. Tashiro Y, Hasegawa Y, Shintani M et al.. Interaction of bacterial membrane vesicles with specific species and their potential for delivery to target cells. Front Microbiol. 2017;8:571. [DOI] [PMC free article] [PubMed] [Google Scholar]
  125. Toyofuku M, Nomura N, Eberl L. Types and origins of bacterial membrane vesicles. Nat Rev Microbiol. 2019;17:13–24. [DOI] [PubMed] [Google Scholar]
  126. Toyofuku M, Tashiro Y, Hasegawa Y et al.. Bacterial membrane vesicles, an overlooked environmental colloid: biology, environmental perspectives and applications. Adv Colloid Interface Sci. 2015;226:65–77. [DOI] [PubMed] [Google Scholar]
  127. Toyofuku M, Zhou S, Sawada I et al.. Membrane vesicle formation is associated with pyocin production under denitrifying conditions in Pseudomonas aeruginosa PAO1. Environ Microbiol. 2014;16:2927–38. [DOI] [PubMed] [Google Scholar]
  128. Toyofuku M, Inaba T, Kiyokawa T et al.. Environmental factors that shape biofilm formation. Biosci Biotechnol Biochem. 2016;80:7–12. [DOI] [PubMed] [Google Scholar]
  129. Toyofuku M, Morinaga K, Hashimoto Y et al.. Membrane vesicle-mediated bacterial communication. ISME J. 2017a;11:1504–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
  130. Toyofuku M, Carcamo-Oyarce G, Yamamoto T et al.. Prophage-triggered membrane vesicle formation through peptidoglycan damage in Bacillus subtilis. Nat Commun. 2017. b;8:481. [DOI] [PMC free article] [PubMed] [Google Scholar]
  131. Tran F, Boedicker JQ.. Genetic cargo and bacterial species set the rate of vesicle-mediated horizontal gene transfer. Sci Rep. 2017;7:8813. [DOI] [PMC free article] [PubMed] [Google Scholar]
  132. Turnbull L, Toyofuku M, Hynen AL et al.. Explosive cell lysis as a mechanism for the biogenesis of bacterial membrane vesicles and biofilms. Nat Commun. 2016;7:11220. [DOI] [PMC free article] [PubMed] [Google Scholar]
  133. Tzipilevich E, Habusha M, Ben-Yehuda S. Acquisition of phage sensitivity by bacteria through exchange of phage receptors. Cell. 2017;168:186–99. [DOI] [PubMed] [Google Scholar]
  134. Veening JW, Blokesch M.. Interbacterial predation as a strategy for DNA acquisition in naturally competent bacteria. Nat Rev Microbiol. 2017;15:621–9. [DOI] [PubMed] [Google Scholar]
  135. von Wintersdorff CJ, Penders J, van Niekerk JM et al.. Dissemination of antimicrobial resistance in microbial ecosystems through horizontal gene transfer. Front Microbiol. 2016;7:173. [DOI] [PMC free article] [PubMed] [Google Scholar]
  136. Wang M, Xiong W, Liu P et al.. Metagenomic insights into the contribution of phages to antibiotic resistance in water samples related to swine feedlot wastewater treatment. Front Microbiol. 2018;9:2474. [DOI] [PMC free article] [PubMed] [Google Scholar]
  137. Williams HG, Day MJ, Fry JC et al.. Natural transformation in river epilithon. Appl Environ Microb. 1996;62:2994–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
  138. Wozniak RA, Waldor MK. Integrative and conjugative elements: mosaic mobile genetic elements enabling dynamic lateral gene flow. Nat Rev Microbiol. 2010;8:552–63. [DOI] [PubMed] [Google Scholar]
  139. Yang Y, Shi W, Lu SY et al.. Prevalence of antibiotic resistance genes in bacteriophage DNA fraction from Funan River water in Sichuan, China. Sci Total Environ. 2018;626:835–41. [DOI] [PubMed] [Google Scholar]
  140. Yaron S, Kolling GL, Simon L et al.. Vesicle-mediated transfer of virulence genes from Escherichia coli O157:H7 to other enteric bacteria. Appl Environ Microb. 2000;66:4414–20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  141. Yawata Y, Nomura N, Uchiyama H. Development of a novel biofilm continuous culture method for simultaneous assessment of architecture and gaseous metabolite production. Appl Environ Microb. 2008;74:5429–35. [DOI] [PMC free article] [PubMed] [Google Scholar]
  142. Yonezawa H, Osaki T, Kurata S et al.. Outer membrane vesicles of Helicobacter pylori TK1402 are involved in biofilm formation. BMC Microbiol. 2009;9:197. [DOI] [PMC free article] [PubMed] [Google Scholar]
  143. Zhang W, Sturm BS, Knapp CW et al.. Accumulation of tetracycline resistance genes in aquatic biofilms due to periodic waste loadings from swine lagoons. Environ Sci Technol. 2009;43:7643–50. [DOI] [PubMed] [Google Scholar]
  144. Zhang XX, Zhang T, Fang HH. Antibiotic resistance genes in water environment. Appl Microbiol Biotechnol. 2009;82:397–414. [DOI] [PubMed] [Google Scholar]

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