Skip to main content
Download PDF

Ice nucleation active bacteria metabolites as antibiofilm agent to control Aeromonas hydrophila and Streptococcus agalactiae infections in Aquaculture

BMC Research Notes volume 17, Article number: 166 (2024) Cite this article

Abstract

Objectives

The aim of this study was to quantify and identify metabolites of Ice Nucleation Active (INA) bacteria as an anti-biofilm agent against biofilms of fish pathogens such as Aeromonas hydrophila and Streptococcus agalactiae.

Results

Ice nucleation active bacteria, which have the ability to catalyze ice nucleation, isolated from rainwater in previous studies, were used. All INA isolates were tested in several assays, including the antimicrobial test, which uses streptomycin as the positive control and none of the isolates were found positive in the antimicrobial test. As for the quorum quenching assay, it was found that four out of ten isolates were able to disturb the communication system in Chromobacterium violaceum wild type, which was used as the indicator bacteria. On the next assay, all ten isolates were tested for Biofilm Inhibition and Destruction and showed anti-biofilm activity with the highest percentage inhibition of 33.49% by isolate A40 against A. hydrophila and 77.26% by isolate A19 against S. agalactiae. C1 performed the highest destruction against A. hydrophila and S. agalactiae, with percentages of 32.11% and 51.88%, respectively. As for the GC-MS analysis, supernatants of INA bacteria contain bioactive compounds such as sarcosine and fatty acids, which are known to have antibiofilm activity against several biofilm-forming bacteria. Through 16s rRNA sequencing, identified bacteria are from the Pantoea, Enterobacter, and Acinetobacter genera. As for the conclusion, ice nucleation active bacteria metabolites tested showed positive results against pathogenic bacteria Aeromonas hydrophila and Streptococcus agalactiae in destructing and inhibiting biofilm growth.

Peer Review reports

Introduction

The high amount 71% of Earth’s surface is covered with water, and the fisheries sector is considered to have a massive opportunity for fish production. Based on the data collected by the Food and Agriculture Organization, in 2020, the world has gained 177.8 million tons of fish coming through both fisheries and aquaculture, contributing to one-third of the global food production [1,2,3]. However, due to the intensive farming system, problems such as disease infection in fishes by pathogenic bacteria, Aeromonas hydrophila and Streptococcus agalactiae, may arise and cause serious repercussions such as failure of fish production that further lead to economic loss. These pathogens are able to form a matrix biofilm, which will attach irreversibly to an inanimate or solid surface to protect themselves against unfavorable environmental conditions [4,5,6].

To eradicate bacterial infections in aquaculture, antibiotics that are administered through their foods, baths, or by injection are widely used to control disease infections, but prolonged exposure of antibiotics to these pathogens may cause resistance as the biofilms formed block the access to the bacterial communities; therefore, it may lead to multidrug resistance. As resistance is triggered, it may easily spread among other aquatic microbial communities through horizontal gene transfer, posing greater health risks to human health as some pathogens are zoonotic [7,8,9].

Several considered alternative strategies used due to the emergence of antimicrobial resistance in aquaculture are vaccination, the use of probiotics and prebiotics, chicken egg yolk antibodies, bacteriophages, and quorum quenching, which is included in the antibiofilm activity [8]. Natural metabolite compounds from Ice Nucleation Active (INA) bacteria could be used as an alternative solution in antibiofilm activity; INA is a group of bacteria that are able to catalyze ice nucleation in temperatures just below 0 °C, which makes these bacteria able to withstand very low temperatures [10]. Guerra et al. (2022) and Goel et al. (2022) reported INA bacteria, Klebsiella pneumoniae and Pantoea agglomerans, could be used as an antibiofilm agent against Vibrio spp., as they produced metabolite compounds known to be monosaccharides and alpha-amylase respectively. Therefore, it is necessary to find natural metabolite compounds that are able to pose as an anti-biofilm agent [11, 12].

In this study, we identified and quantified the metabolites of INA bacteria, Pantoea, Enterobacter, and Acinetobacter genera by detecting its activity as an anti-biofilm agent against biofilms of fish pathogenic bacteria, A. hydrophila and S. agalactiae. As an anti-biofilm agent, these identified metabolites have shown several mechanisms, such as inhibition of bacterial surface adhesion and biofilm maturation, destruction of Biofilm, and quorum quenching [13].

Main text

Methods

Bacterial cultivation

Ten INA bacterial isolates (A19, A30, A32, A40, B10, B212, C1, J70, J73, and T125) from a previous study Stephanie and Waturangi (2011) [14] were cultured on Luria-Bertani Agar (LA) (Oxoid, Basingstoke, United Kingdom) and incubated at 30 °C for 24 h. C. violaceum wild type and C. violaceum 026 used as indicator bacteria were cultured on LA and incubated at 28 °C for 48 h. Fish pathogens obtained from the Department of Aquaculture, Faculty of Fisheries and Marine Science, IPB University, A. hydrophila and S. agalactiae, were also cultured on LA and incubated at 28 °C and 37 °C, respectively, for 24 h.

Production of bacterial metabolite

The ten isolates of INA bacteria (A19, A30, A32, A40, B10, B212, C1, J70, J73, and T125) were inoculated in 100 mL of Luria Broth (LB) and incubated at 30 °C, 125 rpm, for 48 h. Pantoea agglomerans suspension was then centrifuged at 5752 xg for 20 min. The cell-free metabolite obtained was then concentrated 5x using a freeze-dryer [15].

Detection of antimicrobial activity

The purpose of this assay is to confirm the antibiofilm activity and not because of antimicrobial activity, the negative result of antimicrobial activity are going to be continued with antibiofilm assay. This assay was conducted using the agar well diffusion method [16], and fish pathogens were inoculated into LB and incubated at optimum temperatures at 150 rpm for 24 h using an incubator shaker. Both fish pathogenic suspensions were diluted with sterile LB until the absorbance value reached 0.132 at 600 nm. 100 µL of pathogenic cultures were streaked on Mueller-Hinton Agar (MHA). Using a sterile cork borer, wells were made, and each well was filled with 100 µL of INA bacteria metabolites to each well [17]. Streptomycin (Merck; 10 mg/mL) was used as a positive control, while sterile LB was used as a negative control. These plates were then incubated at the optimum temperature of each pathogenic bacteria and this assay was done in triplicate [18].

Detection of anti-quorum sensing activity

In this assay, C. violaceum was used as indicator bacteria for assessment of anti quorum sensing activity, wild type of this strain was inoculated into LB, then incubated at 28 °C, 125 rpm, for 24 h. The optical density of bacterial suspension was adjusted to 0.132 at 600 nm, and then 100 µL of the suspension was streaked onto Brain Heart Infusion Agar (BHIA) (Oxoid, Basingstoke, United Kingdom). Wells was formed using a sterile cork borer and then filled with 100 µL of INA bacteria metabolites [19]. Streptomycin (10 mg/mL) was used as a positive control, and sterile LB was used as a negative control. The plates were then incubated at 28 °C for 24 h and this assay was done in triplicate [20].

Validation of quorum sensing inhibition

C. violaceum 026 was inoculated into sterile LB and incubated at 28 °C for 24 h at 125 rpm. The absorbance value was adjusted to 0.1 at 540 nm. The culture of C. violaceum 026 was then transferred to microtubes, and INA metabolites were added at a 1:1 ratio. 1 µmol/mL of Hexanoyl Homoserine Lactone (HHL; Oxoid) were added to the mixture and incubated at 28 °C for 24 h. Microtubes were then centrifuged at 1000 xg for 20 min, discarded supernatant, and 1 mL of DMSO was added. Microtube were centrifuged once more with the same condition to solubilize violacein and remove unwanted cells, and the supernatant was measured at 540 nm [19] rajivgandhi. The positive control used was a mixture of C. violaceum 026 and HHL without INA metabolite, while the negative control used was sterile LB. This assay was done in triplicates .

Biofilm inhibition and destruction assay

This assay was done using two mechanisms: inhibition and destruction. Fish pathogens were incubated into Brain Heart Infusion Broth (BHIB) (Oxoid, Basingstoke, United Kingdom) at each optimum temperature for 24 h. The optical density of each pathogen was adjusted to 0.132 at 600 nm. For inhibition assay, 100 µL of pathogenic bacteria suspension was transferred into 96 wells of polystyrene microplate followed by adding 100 µL of INA metabolite and then incubated at optimal temperatures of each pathogenic bacteria for 24 h. For the destruction assay, 100 µL of the pathogenic bacteria suspension was transferred into a polystyrene microplate and then incubated at each optimal temperature for 24 h. 100 µL of INA metabolite was added to each well, then continued overnight incubation at the same temperature [20]. For both assays, positive control was cultures of fish pathogens while negative control used was sterile BHIB.

After incubation, planktonic cells and media were discarded, each well was rinsed with water and air-dried for 30 min before adding 200 µL of 0.4% (b/v) crystal violet to each well and letting it stain for another 30 min. Crystal violet was discarded and stained cells were rinsed with water to remove remaining crystal violet before air-drying for 30 min [20] 200 µL of ethanol was added to each well, then measure absorbance at 595 nm using a microplate reader (TECAN M200 PRO) [21]. Both assays were done in triplicates and the percentage of both assays was calculated using the formula below [21]:

$$\begin{array}{l}Inhibition\,or\,Destruction\\=\frac{OD\,positive\,control- OD\,Sample}{OD\,positive\,control}\,\times\,100\%\end{array}$$

Microscopic observation of biofilm

Biofilms were observed under the microscope. Pathogenic bacteria were inoculated into a sterile BHIB and incubated at its optimum temperature for 24 h. The optical density of the bacterial culture was adjusted to 0.132 at 600 nm and let to grow on a cover glass for 24 h. After incubation, 100 µL of the selected metabolite was added to the cover glass and incubated for another 24 h [21].

For light microscope observation, the cover glass was rinsed with 1mL of distilled water and stained with 1 mL of crystal violet 0.4% for 15 min. The cover glass was then rinsed with more distilled water and observed under a microscope with 40x magnification.

For Scanning Electron Microscopy (SEM) observation, the cover glass was fixated with 2% glutaraldehyde and incubated at its optimum temperature for 24 h. Next, the cover glass was dehydrated with alcohol 30%, 50%, 70%, 96% and 100% for 15 min each [22]. The cover glass was then dried at 37 °C for 10 min. The specimen was then coated with gold (Au), SEM-EDS was used to examine the biofilm surface with 1000x and 2000x magnification [23, 24].

Gas chromatography and mass spectrometry (GC-MS) analysis

The INA metabolite was identified through GC-MS analysis using GCTrace1310 and MS ISQ LT. The sample was injected and ran through column type TG5MS for 36 min. Helium gas (99.999%) was used as a carrier gas with a flow rate of 24 mL/min and a temperature of 325 °C [25].

Molecular identification of INA bacteria isolates

INA Bacteria isolates were identified using 16 S rRNA gene sequencing. DNA genome was extracted using Promega Wizard Kit DNA Extraction. Specific primers, 63 F and 1387R, were used [26]. The final volume of PCR master mix consists of 1 µL of DNA template, 1 µL of each primer, 12.5 µL of GoTaq, and 9.5 µL of nuclease-free water. PCR condition was set as per following: 94 °C pre denaturation for 5 min, followed by 30 cycles of denaturation at 95 °C for 30 s, annealing at 55 °C for 30 s, elongation at 72 °C for 1 min and post elongation at 72 °C for 5 min [27]. The product was separated using 1.5% agarose gel electrophoresis at 80 V for 45 min and visualized under GelDoc. The results were then sent to Genetika Science for sequencing and then submitted to GenBank.

Statistical analysis

The data will be statistically analyzed using IBM SPSS Statistics 24. The analysis used was non-parametric Kruskal-Wallis on the data. The observed difference is significant if the probability obtained is less than 0.05.

Results

Detection of antimicrobial activity and anti-quorum sensing activity

From antimicrobial activity assay all of the INA metabolite have no antimicrobial activity toward fish pathogenic bacteria. as no clearing zone were found around the wells (Supplementary Table 1). While for anti quorum sensing activity, we found that four metabolite of INA showed anti quorum sensing activity as indicated by non-purple opaque zone around the wells (Supplementary Table 2).

Validation of quorum sensing inhibition

The four INA isolates tested positive for Anti-Quorum sensing activity were then validated as indicated by a lower absorbance number after being treated and isolate A19 performed the best inhibition with absorbance number of 0.0335 which was much lower than 0.0721 as the positive control (Supplementary Fig. 1).

Biofilm inhibition and destruction assay

An anti-biofilm assay was carried out for both fish pathogenic bacteria to determine the ability of INA to metabolize as an anti-biofilm agent by using 100µL of the metabolite to 100µL to the suspension of pathogenic bacteria. Figure 1 shows all bacterial metabolites that inhibit and disrupt Biofilm. Based on this assay, it is known that isolate C1 had performed the highest inhibition and destruction percentage against S. Agalactiae with a percentage of 79.83% and 51.88% respectively. As for isolate A40 and C1 had shown the best inhibition of 33.49% and destruction of 32.11% respectively, against A. hydrophila.

Fig. 1
figure 1

(A) Antibiofilm activity against S. agalactiae (B) Antibiofilm activity against A. hydrophila

Full size image

Microscopic observation of biofilm

Microscopic observation was carried out based on antibiofilm activity. The structure of A. hydrophila biofilm and S. agalactiae biofilm formed before and after the treatment was observed using light microscopy (Fig. 2A-B) and the results were further confirmed by using SEM-EDS observation (Fig. 2C-D). The elements of each pathogenic biofilm were characterized using SEM- EDS (Supplementary Table 3).

Fig. 2
figure 2

(A) Light microscopic observation on biofilm destruction activity of A. hydrophila (Left) control (Centre) A32 supernatant treatmet (Right) B212 supernant treatment. (B) Light microscopic observation on biofilm destruction activity of S. agalactiae (Left) control (Centre) B10 supernatant treatmet (Right) J73 supernant treatment. (C) Destruction activity on Biofilm of A. hydrophila through SEM observation. (Left) control and (Right) treated by supernatant of B212. (D) Destruction activity on biofilm of S. agalactiae through SEM observation. (Left) control and (Right) treated by supernatant of A32 metabolite

Full size image

Based on light microscopy, it was found that there was a decrease in biofilm biomass after treated with INA metabolite. As seen in Fig. 2, A. hydrophila biofilm when treated with isolate A32 (Fig. 2A Center) and B212 (Fig. 2A Right), had a significant decrease when compared to the positive control (Fig. 2A Left). For S. agalactiae biofilm, after being treated with isolate B10 (Fig. 2B Center) and J73 (Fig. 2B Right) had a biomass decrease when compared with the control (Fig. 2B Left). Further confirmation through SEM observation, as seen from the destruction activity, metabolite B212 has the ability to destroy the biofilms of A. hydrophila, indicated by the damaged structure of Biofilm compared to the control (Fig. 2C). Meanwhile for the observation of destruction activity, the metabolite of A32 has shown its activity to destroy Biofilm formed by S. agalactiae and has shown a decrease in cell biomass formed when compared to the control (Fig. 2D).

From Supplementary Table 3, untreated Biofilm of A. hydrophila and treated Biofilm showed differences of elements present shown by presence of Mg and Al which were not present in the untreated Biofilm. Untreated Biofilm of S. agalactiae showed the presence of C, O, N, Na, Si, P, K, Ca, Mg, and Al, but the treated Biofilm had lost the presence of P and N elements.

GC-MS analysis

GCMS analysis was carried out for the selected INA metabolites, A32, B212, C1 and T152, based on their antibiofilm activity, and the results are shown in Supplementary Figs. 2–5. Each metabolite has similar components to each other, known as amino acid, fatty acid and methyl ester, as shown in (Table 1). N-hexadecanoic acid is found the highest in isolate A32 with a percentage area of 5.13%, meanwhile 9-Octadecenoic acid(z)-2-hydroxy-3-[1- (oxohexadecyl)oxyl propyl ester is found the highest in isolate B212, in isolate C1 compound 9-Octodecenoic acid(z)-2-hydroxy-1-(hydroxymethyl)ethyl ester was found the highest with percentage area of 15.70% and in isolate T152, the highest compound found was 9,12-Octadecadienoic acid with percentage area of 15.39%.

Table 1 Bioactive compounds of bacterial metabolite
Full size table

Molecular identification of INA bacteria isolates

Eight INA bacteria isolates were identified through DNA sequencing of the 16 S rRNA gene. The results were then submitted to GenBank. It was found that all of the eight isolates identified showed similarities above 85%, isolates A19, A30, and A32 are similar to Pantoea stewartia with percentage similarities of 98.48%, 99.13%, and 98.56% respectively, meanwhile isolates A40, B212, and J73 are similar to Acinetobacter with a percentage similarities of 99.44%, 99.60%, and 99.20% respectively, and isolates B10 and J70 are similar to Enterobacter with percentage similarities of 98.97% and 99.05% respectively (Supplementary Table 4).

Statistical analysis

Through SPSS statistical analysis, it is found that both inhibition and destruction assay against the two pathogens obtained 0.00 which was less than p = 0.05 which means that this assay was significant (Supplementary Figs. 6–7).

Discussion

Finding of antibiofilm is very important to control aquaculture pathogenic bacteria that usually form biofilm as their survival strategy. In our study antibiofilm are explored from supernatant of ice nucleation active bacteria. As preliminary step it is important to confirm that the bioactive compound of INA bacteria have no antimicrobial activity against the tested pathogens. From Table 1 it was confirm that all of the INA strains have no antimicrobial activity. It is important to prevent false positive result of antibiofilm assays [17].

Four out of ten INA metabolites, A19, A32, A40 and B212 have shown positive results in anti-QS activity against C. violaceum wild type, which are indicated by the formation of a non-purple opaque zone formed around the wells. C. violaceum produce violacein pigment using quorum sensing mechanism is used as indicator bacteria to assessed antiquorum sensing activity [28]. C. violaceum wild type acts as an indicator bacterium as it can secretes a purple pigment known as violacein which is regulated through quorum sensing activity. Operon vio which is responsible for the production of violacein plays a crucial part, and is regulated by the presence of AHL by protein CviI. As for the other six isolates, it does not show QQ activity [29].

The previous test of QQ activity were conducted as qualitative assays further test were required to confirm the activity quantitatively. All positive bacterial metabolites were further tested to validate QQ activity against C. violaceum 026 mutant, which was indicated by the decrease in absorbance value compared to the control C violaceum 026. C. violaceum 026 differs from the wild type as it does not have the ability to produce violacein pigment due to the insertion of double transposon in Tn5. However, C. violaceum mutant type still has the ability to detect the presence of AHL and produce violacein [28]. The lower absorbance compared to the control indicates that the isolate can reduce violacein production as these bacterial metabolites may act as a quorum quencher. The bioactive compounds are able to inhibit QS through several mechanisms, such as inhibiting the autoinducer transcriptional regulator, degradation of autoinducer, competitive inhibition to the binding site of signal molecule receptors, or interfering with the QS signaling transport pathway [30, 31].

Ten isolates were then further investigated through biofilm inhibition and destruction assay (Fig. 1A-B), the results showed that all of the metabolites were able to inhibit or destroy biofilms. Antibiofilm activity against A. hydrophila biofilm performed lower than S. agalactiae biofilm. Their activities varied greatly between pathogens as each of the biofilms have different compositions of the biofilm matrix [32]. As seen from the results, isolates A40 and C1 showed the highest inhibition activity against A. hydrophila and S. agalactiae which were 33.49% and 79.83% respectively. Whereas isolate C1 had performed the highest in biofilm destruction assay for both A. hydrophila and S. agalactiae with the percentage of 32.11% and 51.88% respectively. The inhibition and destruction activity can differ between each other as it might be caused by the difference in EPS components and in the metabolite compound of the two types of pathogens. Moreover, the genetic regulation can vary between species and strains of bacteria [33, 34]. The INA metabolites performed lower in antibiofilm activity against A. hydrophila as it has a rigid cell membrane that prevents entry of any compound into the cytoplasm and also lipopolysaccharide which limits the penetration of hydrophobic compounds into the cell [35].

In a previous study, INA bacteria, P. agglomerans, had shown antibiofilm activity toward marine pathogen, Vibrio spp., this specific INA bacteria produces alpha-amylase enzyme which is able to destroy mature biofilms formed. Earlier studies conducted stated that K. pneumoniae has the ability to produce monosaccharides which is able to inhibit the interaction between bacteria and the surface [11, 12].

Determination using light microscopy and scanning electron microscopy showed and confirm that bacterial metabolite from B212 are able to disrupt biofilm form by A. hydrophila, and metabolite from A32 perfomed capability to disrupt biofilm of S. agalactiae. It is shown that biofilm of each bacteria are specific and might differ in their composition therefore the metabolite with antibiofilm activity is also specific for each biofilm [36].

. From Supplementary Table 3, untreated Biofilm of A. hydrophila and treated Biofilm showed differences of elements presence. Both treated Biofilm of fish pathogens showed a decrease in C element, which may be caused by the decreasing amount of biofilm biomass as carbon is one of the main components in forming a biofilm, polysaccharides. Nitrogen found in untreated S. agalactiae biofilm is known to be the main component of protein that makes up Biofilm. Inorganic elements Al, Na, P, and sulfides found, able to bind with polysaccharides which contributes to the formation of Biofilm and adhesion. In both treated Biofilm of fish pathogens, the phosphate element is a main component of extracellular DNA (eDNA) which decreased in number that may conclude the absence of eDNA from the treated Biofilm [32, 37, 38]. Other causes of cell biomass decrease may be caused by the weakening of biofilm attachment to the surface as EPS may be inhibited by organic compounds that interfere with biofilm maturation and resulted in poor adherence and stability after treatment. Organic compounds, in the form of enzymes may also destroy mature Biofilm through the process of hydrolyzing biofilm exopolysaccharide [20. Absorption capacity, pH, and optimum temperature of biofilm formation may influence the difference in distribution and total weight of the sample [32].

Each metabolite has its own antibiofilm component therefore the antibiofilm mechanism might be different. Aside from different types of compounds found, the concentration of each compound may differ from each metabolite, shown by the different performances of antibiofilm activity (Supplementary Figs. 1–5). As seen in Table 1, major compound of the isolates are sarcosine; hexadecenoic acid; octadecanoic acid; methyl ester and acetic acid. Selected isolates produced sarcosine, a type of amino acid that helped resist the attachment of both Escherichia coli and Pseudomonas aeruginosa [39]. Fatty acids such as palmitic acid (n-Hexadecanoic acid) and linoleic acid (9,12-Octadecadienoic acid) are also found in almost all of the supernatants and have been known to inhibit the formation of Biofilm in Acinetobacter baumanii without affecting its planktonic cells [40]. Moreover from in silico study, hexadecanoic acid analogs reported as potential CviR-mediated quorum sensing inhibitors in Chromobacterium violaceum [41] and Octadecenoic acid from the rhizospheric bacterium Stenotrophomonas maltophilia BJ01 also reported show quorum quenching and anti-biofilm activities [42], both of this also reported have antimicrobial activity [43]. Another bioactive compound found is methyl ester which has the potential to inhibit biofilm growth in Pseudomonas aeruginosa [44]. In general acetic acid is known for its antimicrobial activity, but it is also reported with the capability to destruct biofilm of both Gram-positive and Gram-negative as a liquid and as a dry salt [45].

Eight of the INA bacteria isolates were sequenced, 3 isolates, A19, A30, and A32, had similarities to Pantoea stewartii, a pathogenic bacteria mostly found on the leaf surface of a maize plant, that causes Stewart’s wilt disease [46]. Meanwhile isolates A40, B212, and J73 had similarities to Acinetobacter that causes opportunistic infections and mostly found in soil and natural water systems [47]. As for isolates B10 and J70 had high similarities with Enterobacter genera, that are easily found in environmental habitats, mostly from soil and water, endophytic and can be considered phytopathogenic against various plant species [48].

In previous studies, it was found that INA bacteria, Pantoea stewartii, is able to secrete WceF, an enzyme which is able to cleaves stewartan exopolysaccharide [49]. Other studies also found that aqueous extract of Enterobacter sp., inhibits Biofilm of staphylococcal [50]. It is also known that Enterobacter sp. strain 84.3 is effective in inhibiting Biofilm and disaggregating the mature Biofilm without killing the planktonic cells of Staphylococcus aureus and Staphylococcus epidermidis [51].

Conclusions

Thus, this research demonstrates that Pantoea stewartii, Acinetobacter, and Enterobacter have a significant antibiofilm activity against Biofilm formed by A. hydrophila and S. agalactiae for both inhibition and destruction assay. More deepened research is still needed, incubation period for the antibiofilm assay may be optimized to receive better results. Therefore, the metabolite of INA bacteria has the potential to be applied to control the Biofilm of tested fish pathogens.

Limitations

Fish pathogens were tested are limited to A. hydrophila and S. agalactiae; therefore, the bacterial metabolite is important to be tested to other pathogens related in aquaculture.

Data availability

The datasets used and/or analysed during the current study are available from the corresponding author upon reasonable request. The sequence of 16 S rRNA gene have been deposited in Genbank for isolate A19 with accession number OR128363; A30 with accession number OR131584; A32 with accession number OR131589; A40 with accession number OR131746; isolate B10 with accession number OR131747; isolate B212 with accession number OR133538; isolate J70 with accession number OR133539; and isolate J73 with accession number OR133540.

Abbreviations

INA:

Ice Nucleation Active

LB:

Luria Broth

QS:

Quorum Sensing

QQ:

Quorum Quenching

SEM:

Scanning Electron Microscope

EDS:

Energy Disperse X-ray Spectroscopy

EPS:

Extra Polymeric Substance

References

  1. Musie W, Gonfa G. 2023. Fresh water resource, scarcity, water salinity challenges and possible remedies: A review. Heliyon. 9(2023):1–18.

  2. Araujo GS, Alves da Silva JW, Cotas J, Pereira L. Fish farming techniques: current situation and trends. J Mar Sci Eng. 2022;10(11):1598.

    Article  Google Scholar 

  3. Mugimba KK, Byarugaba DK, Mutoloki S, Evensen Ø, Munang’andu HM. Challenegs and solutions to viral diseases of finfish in marine aquaculture. Pathogens. 2021;10(6):673.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Alazab A, Sadat A, Younis G. Prevalence, antimicrobial susceptibility, and genotyping of Streptococcus agalactiae in tilapia fish (Oreochromis niloticus) in Egypt. J Adv Vet Anim Res. 2022;9(1):95–103.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Semwal A, Kumar A, Kumar N. A review on pathogenicity of Aeromonas hydrophila and their mitigation through medicinal herbs in aquaculture. Heliyon. 2023;9(3):e14088.

    Article  PubMed  PubMed Central  Google Scholar 

  6. Cai X, Yang S, Peng Y, Tan K, Xu P, Wu Z, Kwan KY, Jian J. 2024. Regulation of phob on biofilm formation and hemolysin gene hylA and ciaR of Streptococcus agalactiae. 289:109961.

  7. Bondad-Reantaso MG, Mackinnon B, Karunasagar I, Fridman S, Alday-Sanz V, Brun E, Le Groumellec M, Li A, Surachetpong W, Karunasagar I, Hao B, Dall’Occo A, Urbani R, Caputo A. Review of alternatives to antibiotic use in aquaculture. Rev Aquac. 2023;15:1421.

    Article  Google Scholar 

  8. Chowdhury S, Rheman S, Debnath N, Delamare-Deboutteville J, Akhtar Z, Ghosh S, Parveen S, Islam K, Islam MA, Rashid MM, Khan ZH, Rahman M, Chadag VM, Chowdhury F. Antibiotics usage practices in aquaculture in Bangladesh and their associated factors. One Health. 2022;15:100445.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Pepi M, Focardi S. Antibiotic-resistant Bacteria in aquaculture and climate change: a challenge for health in the mediterranean area. Int J Environ Res Public Health. 2021;18(11):5723. https://doi.org/10.3390/ijerph18115723.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. Khosasih V, Prasetyo N, Sudianto E. 2022. Prevalence and characterization of ice nucleation active (INA) bacteria from rainwater in Indonesia. BMC Microbiol 116.

  11. Guerra MES, Destro G, Vieira B, Lima AS, Ferraz LFC, Hakansson AP, Darrieux M, Converso TR. Klebsiella pneumoniae biofilms and their role in disease pathogenesis. Front Cell Infect Microbiol 12:877995.

  12. Goel C, Shakir C, Tesfaye A, Sabu KR, Idhayadhulla A, Manilal A, Woldemariam M, Vijayan N, Shah S. Antibiofilm potential of alpha-amylase from a marine bacterium Pantoea agglomerans. Can J Infect Dis Med Microbiol. 2022;2022:1–10.

    Article  Google Scholar 

  13. Ghosh A, Jayaraman N, Chatterji D. Small-molecule inhibition of bacterial biofilm. ACS Omega. 2020;5(7):3108–15. https://doi.org/10.1021/acsomega.9b03695.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Stephanie WDE. Distribution of ice nucleation-activity (ina) bacteria from rain-water and air. HAYATI. 2011;18(3):108–11.

    Article  Google Scholar 

  15. Sornsenee P, Chatatikun M, Mitsuwan W, Kongpol K, Kooltheat N, Sohbenalee S, Pruksaphanrat S, Mudpan A, Romyasamit C. Lyophilized cell-free supernatants of Lactobacillus isolates exhibited antibiofilm, antioxidant, and reduces nitric oxide activity in lipopolysaccharide-stimulated RAW 264.7 cells. PeerJ. 2021;9:e12586.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Bauer AW, Kirby WMM, Sherris JC, Turck M. Antibiotic susceptibility testing by a standardized single disk method. Am J Clin Pathol. 1966;45:493–6.

    Article  CAS  PubMed  Google Scholar 

  17. Raissa G, Waturangi DE, Wahjuningrum D. Screening of antibiofilm and anti-quorum sensing activty of Actinomycetes isolates extracts against aquaculture pathogenic bacteria. BMC Microbiol. 2020;20(343).

  18. Nathalia O, Waturangi DE. Extract from phyllosphere bacteria with antibiofilm and quorum quenching activity to control several fish pathogenic bacteria. BMC Res Notes. 2021;14(202):1–7.

    Google Scholar 

  19. Rajivgandhi G, Vijayan R, Maruthupandy M, Vaseeharan B, Manoharan N. Antibiofilm effect of Nocardiopsis sp. grg 1 (kt235640) compound against Biofilm forming gram negative bacteria on UTIs. Microb Pathog. 2018;118:190–8.

    Article  CAS  PubMed  Google Scholar 

  20. Lukman G, Waturangi DE, Julyantoro PGS, Papuangan N. Phyllosphere bacteria with antiquorum sensing and antibiofilm activities against fish pathogenic bacteria. BMC Res Notes. 2024;17:5.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Thenmozhi R, Nithyanand P, Rathna J, Karutha Pandian S. Antibiofilm activity of coral-associated bacteria against different clinical M serotypes of Streptococcus pyogenes. FEMS Immunol Med Microbiol 57:284–94.

  22. Luo J, Dong B, Wang K, Cai S, Liu T, Cheng X, et al. Baicalin inhibits biofilm formation, attenuates the quorum sensing-controlled virulence and enhances Pseudomonas aeruginosa clearance in a mouse peritoneal implant infection model. PLoS ONE. 2017;12:e0176883.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Bucher T, Kartvelishvily E, Kolodkin-Gal I. Methodologies for studying B. Subtilis biofilms as a model for characterizing small molecule biofilm inhibitors. J Vis Exp. 2016;2016(116):1–11. https://doi.org/10.3791/54612.

    Article  CAS  Google Scholar 

  24. Coraça-Huber DC, Kreidl L, Steixner S, Hinz M, Dammerer D, Fille M. Identification and morphological characterization of biofilms formed by strains causing infection in orthopedic implants. Pathogens. 2020;9(8):1–18. https://doi.org/10.3390/pathogens9080649.

    Article  CAS  Google Scholar 

  25. Miller T, Waturangi DE, Yogiara. Antibiofilm properties of bioactive compounds from Actinomycetes against foodborne and fish pathogens. Sci Rep. 2022;18614(2022). https://doi.org/10.1038/s41598-022-23455-8.

  26. Marchesi JR, Sato Y, Weightman AJ, Martin TA, Fry JC, Him SJ, Wade WG. Design and evaluation of useful bacterium-specific PCR primers that amplify genes coding for bacterial 16S rRNA. Appl Environ Microbiol. 1998;64(1998):7955 – 799. https://doi.org/10.1128/AEM.64.2.795-799.1998.

  27. Janda JM, Abbott SL. 16S rRNA gene sequencing for bacterial identification in the diagnostic laboratory: pluses, perils, and pitfalls. J Clin Microbiol. 2007;45(9):2761–4.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Dimitrova PD, Damyanova T, Paunova-Krasteva T. Chromobacterium Violaceum: a model for evaluating the anti-quorum sensing activities of plant substances. Sci Pharm. 2023;91(3):33.

    Article  CAS  Google Scholar 

  29. Venkatramanan M, Nalini E. Regulation of virulence in Chromobacterium violaceum and strategies to combat it. Front Microbiol. 2024;15:1303595.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Wright PP, Ramachandra SS. Quorum sensing and quorum quenching with a focus on cariogenic and periodontopathic oral biofilms. 2022;10(9):1783. https://doi.org/10.3390/microorganisms10091783.

  31. Yadav P, Verma S, Bauer R, Kumari M, Dua M, Johri AK, Yadav V, Spellerberg B. Deciphering streptococcal biofilms. Microorganisms. 2020;8(11):1835.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  32. Sharma S, Mohler J, Mahajan SD, Schwartz SA, Bruggemann L, Aalinkeel R. 2023. Microbial biofilm: a review on formation, infection, antibiotic resistance, control measures, and innovative treatment. 11(6): 1614.

  33. Subhadra B. Special issue: biofilm composition and applications. Coatings. 2022;12(7):1026.

    Article  CAS  Google Scholar 

  34. Bi Y, Xia G, Shi C, Wan J, Liu L, Chen Y, Wi U, Zhang W, Zhou M, He H, Liu R. Therapeutic strategies against bacterial biofilms. Fundamental Res. 2021;1(2021):193–212. https://doi.org/10.1016/j.fmre.2021.02.003.

    Article  CAS  Google Scholar 

  35. Arumugam M, Manikandan DB, Marimuthu SK, Muthusamy G, Kari ZA, Téllez-Isaías G, Ramasamy T. Evaluating biofilm inhibitory potential in fish pathogen, Aeromonas hydrophila by agricultural waste extracts and assessment of aerolysin inhibitors using in silico approach. Antibiotics. 2023;12(5):891.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Vestby LK, Grønseth T, Simm R, Nesse LL. Bacterial biofilm and its role in the pathogenesis of Disease. Antibiot (Basel). 2020;9(2):59.

    Article  CAS  Google Scholar 

  37. Sanawar H, Bucs SS, Pot MA, Zlopasa J, Farhat NM, Witkamp GJ, Kruithof JC, van Loosdrecht M, Vrouwenvelder MC JS. Pilot-scale assessment of urea as a chemical cleaning agent for biofouling control in spiral-wound reverse osmosis membrane elements. Membranes. 2019;9(9):117. https://doi.org/10.3390/membranes9090117.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. Heggendorn FL, Fraga AGM, Ferreira DC, Goncalves LS, Lione VOF, Lutterbach MTS. Sulfate-reducing bacteria: biofilm formation and corrosive activity in endodontic files. Int J Dent. 2018;2018(8303450):1–12. https://doi.org/10.1155/2018/8303450.

  39. Skerlavaj B, Boix-Lemonche G. The potential of surface-immobilized antimicrobial peptides for the enhancement of orthopaedic medical devices: a review. Antibiotics. 2023;12(2):211.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  40. Khadke SK, Lee JH, Kim YG, Raj V, Lee J. Assessment of antibiofilm potencies of nervonic and oleic acid against Acinetobacter baumannii using in vitro and computational approaches. Biomedicine. 2021;9(9):1133.

    CAS  Google Scholar 

  41. Senthil R, Archunan G, Vithya D, Saravanan KM. Hexadecanoic acid analogs as potential CviR-mediated quorum sensing inhibitors in Chromobacterium violaceum: an in silico study. J Biomol Struct Dyn. 2024;2:1–10.

    Article  Google Scholar 

  42. Singh VK, Kavita K, Prabhakaran R, Jha B. Cis-9-octadecenoic acid from the rhizospheric bacterium Stenotrophomonas maltophilia BJ01 shows quorum quenching and anti-biofilm activities. Biofouling. 2013;29(7):855–67.

    Article  CAS  PubMed  Google Scholar 

  43. Salem SH, El-Maraghy SS, Abdel-Mallek AY, Abdel-Rahman MAA, Hassanein EHM, Al-Bedak OA, El-Aziz FEAA. The antimicrobial, antibiofilm, and wound healing properties of ethyl acetate crude extract of an endophytic fungus Paecilomyces sp. (AUMC 15510) in earthworm model. Sci Rep. 2022;12(1):19239.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Samreen QFA, Ahmad I. Anti-quorum sensing and biofilm inhibitory effect of some medicinal plants against gram-negative bacterial pathogens: in vitro and in silico investigations. Heliyon. 2022;8(2022):1–11.

  45. Bjarnsholt T, Alhede M, Jensen PØ, Nielsen AK, Johansen HK, Homøe P, Høiby N, Givskov M, Kirketerp-Møller K. Antibiofilm properties of Acetic Acid. Adv Wound Care (New Rochelle). 2015;4(7):363–72.

    Article  PubMed  Google Scholar 

  46. Najamuddin E, Djaya E, Djaenuddin N, Muis A, Fauriah R, Salim. Status and recent developments of Pantoea stewartii subsp. stewartii causes the wilt disease in maize in Indonesia: a review. J Sustainable Agric. 2023;38(1):26–39.

    Google Scholar 

  47. Ren X, Palmer LD. Acinetobacter metabolism in infection and antimicrobial resistance. Infect Immun. 2023;9(6). https://doi.org/10.1128/iai.00433-22.

  48. Pintor-Cora A, Alegría A, Ramos-Vivas J, García-López ML, Santos JA, Rodríguez-Calleja JM. Antimicrobial-resistant Enterobacter cloacae complex strains isolated from fresh vegetables intended for raw consumption and their farm environments in the northwest of Spain. LWT. 2023;188:115382.

    Article  CAS  Google Scholar 

  49. Irmscher T, Roske Y, Gayk I, Dunsing V, Chiantia S, Heinemann U, Barbirz S. Pantoea stewartii wcef is a glycan biofilm-modifying enzyme with a bacteriophage tailspike-like fold. J Biol Chem. 2021;296:100286. https://doi.org/10.1016/j.jbc.2021.100286.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Canellas ALB, de Oliveira BFR, Nunes SO, Malafaia CA, Amaral ACF, Simas DLR, Leal ICR, Laport MS. Delving into the mechanisms of sponge-associated Enterobacter against staphylococcal biofilms. Molecules 28(12):4843. https://doi.org/10.3390/molecules28124843.

  51. Nunes SO, Rosa HS, Canellas ALB, Romanos MTV, Santos KRN, Muricy G, Oelemann WMR, Laport MS. High reduction of staphylococcal Biofilm by aqueous extract from marine sponge-isolated Enterobacter sp. Research in Microbiology. 2020;172. https://doi.org/10.1016/j.resmic.2020.10.002.

Download references

Funding

This research was funded by The Ministry of Education, Culture, Research and Technology 2021. The funder has no contribution in design, collection, writing, and interpreting data in this study.

Author information

Authors and Affiliations

  1. Department of Biotechnology, Faculty of Biotechnology, Atma Jaya Catholic University of Indonesia, Jalan Jenderal Sudirman 51, Jakarta, 12930, Indonesia

    Jessica Kurniawan & Diana Elizabeth Waturangi

  2. Department of Aquatic Resources Management, Faculty of Marine Science and Fisheries, University of Udayana, Denpasar, Bali, 80361, Indonesia

    Pande Gde Sasmita Julyantoro

  3. Department of Biology Education, Faculty of Teacher Training and Education, Khairun University, Ternate, 97728, Indonesia

    Nurmaya Papuangan

Authors
  1. Jessica Kurniawan
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Diana Elizabeth Waturangi
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Pande Gde Sasmita Julyantoro
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Nurmaya Papuangan
    View author publications

    You can also search for this author in PubMed Google Scholar

Contributions

J.K: conduct research, data analysis, manuscript preparation under the advisory of DEW. D.E.W: personal investigator, conception and design research project, revise overall manuscript. P.G.S.J: Data analysis and interpretation. N.M: Data analysis and interpretation. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Diana Elizabeth Waturangi.

Ethics declarations

Ethics approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary Material 1

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Kurniawan, J., Waturangi, D.E., Julyantoro, P.G.S. et al. Ice nucleation active bacteria metabolites as antibiofilm agent to control Aeromonas hydrophila and Streptococcus agalactiae infections in Aquaculture. BMC Res Notes 17, 166 (2024). https://doi.org/10.1186/s13104-024-06821-9

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s13104-024-06821-9

Keywords

BMC Research Notes

ISSN: 1756-0500

Contact us