Identification of quorum sensing-regulated Vibrio fortis as potential pathogenic bacteria for coral bleaching and the effects on the microbial shift.
Free full text in Europe PMC
Abstract
Free full text
Identification of quorum sensing-regulated Vibrio fortis as potential pathogenic bacteria for coral bleaching and the effects on the microbial shift
1
,
*
Yan Li,
2
Qian Yang,
1
Han Zhang,
2
Nuo Xu,
1
Zheng Tang,
1
Shishi Wu,
1
Yusheng Jiang,
1
Hala F. Mohamed,
2
,
3
Danyun Ou,
2
,
4
,
*
and Xinqing Zheng
2
,
4
,
5
,
*
Abstract
Coastal pollution, global warming, ocean acidification, and other reasons lead to the imbalance of the coral reef ecosystem, resulting in the increasingly serious problem of coral degradation. Coral bleaching is often accompanied by structural abnormalities of coral symbiotic microbiota, among which Vibrio is highly concerned. In this study, Vibrio fortis S10-1 (MCCC 1H00104), isolated from sea cucumber, was used for the bacterial infection on coral Seriatopora guttatus and Pocillopora damicornis. The infection of S10-1 led to coral bleaching and a significant reduction of photosynthetic function in coral holobiont, and the pathogenicity of V. fortis was regulated by quorum sensing. Meanwhile, Vibrio infection also caused a shift of coral symbiotic microbial community, with significantly increased abundant Proteobacteria and Actinobacteria and significantly reduced abundant Firmicutes; on genus level, the abundance of Bacillus decreased significantly and the abundance of Rhodococcus, Ralstonia, and Burkholderia–Caballeronia–Paraburkholderia increased significantly; S10-1 infection also significantly impacted the water quality in the micro-ecosystem. In contrast, S10-1 infection showed less effect on the microbial community of the live stone, which reflected that the microbes in the epiphytic environment of the live stone might have a stronger ability of self-regulation; the algal symbionts mainly consisted of Cladocopium sp. and showed no significant effect by the Vibrio infection. This study verified that V. fortis is the primary pathogenic bacterium causing coral bleaching, revealed changes in the microbial community caused by its infection, provided strong evidence for the “bacterial bleaching” hypothesis, and provided an experimental experience for the exploration of the interaction mechanism among microbial communities, especially coral-associated Vibrio in the coral ecosystem, and potential probiotic strategy or QS regulation on further coral disease control.
Graphical Abstract
Ecological balance among coral, microorganism and environment. Coral health was affected by the environmental changes of temperature raising, ocean acidification and coastal pollution, and microbial interaction in coral holobiont.
1. Introduction
Coral reef ecosystems possess the highest productivity and biodiversity among marine ecosystems; however, due to changes in environmental conditions, such as climate change and ocean acidification, the ecological balance among coral, microorganisms, and the environment has been affected (Stuart-Smith et al., 2018). In addition, the coastal pollution caused by human activities also led to ecological imbalance, especially the microorganism shift, resulting in the increasingly serious problems of coral degradation (Putnam and Gates, 2015) and arousing the wide attention of researchers.
The coral-associated microorganisms play important roles to maintain the health of coral holobiont (Rosenberg et al., 2009; Kang et al., 2022), which assists the coral host to adapt to the environmental changes by a shift of the symbiotic microorganism community. However, the changes in environmental conditions might lead to the disorder of the microorganism community, including the dissociation of algal symbionts from the coral symbiotic micro-ecosystem, which normally causes coral bleaching, or a shift in the bacterial community, which results in unbalanced nutrition metabolism, which causes coral disease, or the increasing richness of opportunistic pathogens, which causes bacterial infection (Mao-Jones et al., 2010). Although the proposed “bacterial bleaching” hypothesis (Kushmaro et al., 1996) is still controversial (Ainsworth et al., 2008), there have been continuous reports in recent years to prove the correlation between bacterial infection and coral disease (Ziegler et al., 2019), which highlighted the hypothesis that coral disease might be caused by the synergistic effects from one or more pathogenic bacteria. Moreover, marine animals such as fish, shrimp, sea cucumbers, and even starfish in coral reefs play the role of intermediate hosts of pathogens, increasing the probability of bacterial infection during their movement.
Coral bleaching is often accompanied by the abnormal structure of symbiotic microorganisms (Mhuantong et al., 2019; Mohamed et al., 2022). Almost all bacterial pathogens causing coral diseases are opportunistic pathogens, which produce virulence factors as a response to the changes in environmental conditions such as temperature and pH, or the interaction among bacteria during colonization competition, resulting in coral diseases (Kimes et al., 2012). Although Vibrios had been reported as the main kind of opportunistic pathogens to cause coral diseases, including V. coralliilyticus, V. natriegens, V. parahaemolyticus, and V. shilonii (Ushijima et al., 2014; Li et al., 2017; Ahmed et al., 2022), the relationships between other Vibrio sp. and coral health remained unknown, and their infection pathway and the pathogenic mechanism remained unknown.
In the previous study, a significantly increased abundance of V. fortis had been found in the microbial symbionts in Porites lutea with pigment abnormalities in Lembeh Strait, North Sulawesi, Indonesia, which indicated that V. fortis may be involved in the bacterial infection and caused the coral inflammatory reaction (Ou et al., 2018). To verify this inference, and also to study the potential interaction of microorganism community caused by the V. fortis colonization, in this study, we carried out the Vibrio infection experiments on the laboratory-based model of Seriatopora guttatus and Pocillopora damicornis, both of which are fast-growing and easy-reproducing coral species, using a V. fortis strain from sea cucumber from coral reef area and a marine-source quorum quenching (QQ) enzyme, YtnP, with positive AHL degradation activity (Sun et al., 2021) to inhibit the pathogenicity of V. fortis, to investigate the relationship between extrinsic V. fortis and coral health and to reveal its effects on coral-associated microorganism community by bacterial interaction.
2. Materials and methods
2.1. Bacteria, coral, and QQ enzyme reagent
The Vibrio fortis strain S10-1 (MCCC 1H00104) was isolated from sea cucumber from the coral reef of Lembeh Strait, North Sulawesi, Indonesia, and kindly provided by the Third Institute of Oceanography, MNR (Xiamen, China). The corals S. guttatus and P. damicornis were artificially bred and kindly provided by the coral conservation laboratory of the Third Institute of Oceanography. The YtnP enzyme was prepared by this lab in a previous study (Sun et al., 2021).
2.2. Bacterial culture
The S10-1 strain was inoculated in a 100-ml of Marine Broth 2216 (BD, USA) media and incubated at 30°C with shaking at 180 rpm to obtain the bacterial growth curve. The overnight culture of S10-1 at exponential growth phase, with an absorbance of about 0.50 at the optical density (OD) at 595 nm (approximate 1.0 × 108 CFU/ml), was resuspended using the same volume of seawater to prepare a bacterial solution for the further experiment of bacterial infection.
2.3. Coral culture and bacterial infection
The aquaria with the size of 60 × 45 × 45 cm (length × wide × high) were prepared for coral culture, with 20 L pump-recycling seawater at a salinity of 33.3‰, a protein skimmer to remove dissolved organic compounds, and a dimmable LED light to simulate the diurnal rhythm (light on between 6 a.m. and 6 p.m.). The live stone was moved from the coral conservation laboratory, randomly separated into pieces, and pre-cultured individually in the aquaria for 7 days at 25°C to maintain clean and stable water quality for coral growth. The corals were cut into branches with a length of about 80 mm, randomly separated, and placed in the aquaria for the subsequent experiment, where each aquarium contains at least four coral branches for biological repetition. The overview of the bacterial infection experiment is shown in Figure 1 and described later.
Flowchart showing the experiment overview.
2.3.1. Bacterial infection on S. guttatus
The coral branches of S. guttatus in each aquarium were immersed in 20 ml of the above prepared Vibrio solution for 10 min for bacterial infection (first diluted with 180 mL of seawater in a beaker to ensure that all of the coral branches could be immersed, then poured into the aquarium to make the inoculation with a final concentration of about 105 CFU/mL), with the same volume of seawater as a negative control in blank groups. The treated coral branches were continuously cultured at 25°C. Each treatment was performed in duplicate.
2.3.2. Repeated trials of V. fortis infection on S. guttatus and P. damicornis with QQ treatment
The coral branches of S. guttatus and P. damicornis were placed in the same aquarium and performed the earlier V. fortis inoculation with a final concentration of 105 CFU/ml, using the control groups treated with V. fortis and an additional 2 mL of purified YtnP enzyme (working concentration at 0.05 μg/ml) to inhibit the V. fortis pathogenicity as a control, and the same volume of seawater as a negative control in the blank. The treated coral branches were continually cultured at 25°C.
2.4. Data collection and sample preparation
The condition of coral health was recorded by a digital camera and judged by the marking of the color scale (Rosado et al., 2019), according to the PANTONE Color Manager software V2.2.0. The images of corals in each group were taken using a digital camera (Canon EOS 600D with 50 mm lens, Japan), using the parameter of aperture at F/3.5, the exposure time for 1/50 s, and the sensitivity at ISO 200.
The Chlorophyll Fluorescence Quantum Yield (Qy, Fv’/Fm) of coral was determined by the mean value of the measurement in light at the tip and middle of coral branches, using pulse amplitude modulated (PAM) fluorimetry (FluorPen FP100, Czech) in triplicate. The measurement was taken at a fixed time every day before light off for the first Vibrio infection and performed every 4 h during the experiment in repeated trials. Statistical differences of Qy analyses were determined using one-way ANOVA.
The coral branches, about 5 g of live stone, and 500 ml of water from each group were sampled after bacterial infection. The sampled coral branches and live stones were immediately frozen by liquid nitrogen and crushed into powder using a pre-sterilized mortar and pestle, and the water was filtered by the 0.22 μm membrane (Millipore, USA) to collect the microorganisms on the filter membrane. The treated coral, stone, and water samples containing the symbiotic microorganism were then stocked at −80°C for further analysis.
2.5. DNA extraction and amplification
Total genomic DNA was extracted from samples using the MP FastDNA Spin kit for Soil (MP Biomedicals, USA). The DNA extract was checked on 1% agarose gel, and DNA concentration and purity were determined with NanoDrop 2000 UV-vis spectrophotometer (Thermo Scientific, USA) and used as a template DNA to amplify the hypervariable region V3–V4 of the bacterial 16S rRNA and Symbiodiniaceae ITS2 sequence with the primer pairs (listed in Table 1) by PCR using Phusion® High-Fidelity PCR Master Mix kit (NEB, UK). The PCR amplification of 16S rRNA was performed as follows: initial denaturation at 95°C for 3 min, followed by 30 cycles of denaturing at 98°C for 30 s, annealing at 55°C for 30 s, and extension at 72°C for 15 s, and single extension at 72°C for 5 min, and end at 4°C. The PCR products containing bands of 400–450 bp were operated using electrophoresis on 2% agarose gel for detection, and the samples were extracted from the 2% agarose gel and purified using the DNA Gel Extraction Kit (Omega, China) according to the manufacturer’s instructions and quantified using a NanoDrop 2000 spectrophotometer (Thermo Scientific, USA).
TABLE 1
Primer pairs tested.
| Primer | Sequence | References |
| 338F | 5′-ACTCCTACGGGAGGCAGCAG-3′ | Feng et al., 2020 |
| 806R | 5′-GGACTACHVGGGTWTCTAAT-3′ | Feng et al., 2020 |
| ITS-DINO | 5′-GTGAATTGCAGAACTCCGTG-3′ | Hume et al., 2018 |
| ITS2Rev2 | 5′-CCTCCGCTTACTTATATGCTT-3′ | Hume et al., 2018 |
2.6. High-throughput sequencing and microbial diversity analysis
The purified amplicons were pooled in equimolar and paired-end sequenced on an Illumina MiSeq PE300 platform/NovaSeqPE250 platform (Illumina, San Diego, USA) according to the standard protocols by Majorbio Bio-Pharm Technology Co., Ltd. (Shanghai, China).
The raw bacterial 16S rRNA and Symbiodiniaceae ITS2 sequencing reads were demultiplexed, quality filtered by fastp version 0.20.0 (Chen et al., 2018), and merged by FLASH version 1.2.7 (Magoè and Salzberg, 2011) with the following criteria: (i) the 300 bp reads were truncated at any site receiving an average quality score of <20 over a 50 bp sliding window, and the truncated reads shorter than 50 bp and reads containing ambiguous characters were discarded; (ii) only overlapping sequences longer than 10 bp were assembled according to their overlapped sequence. The maximum mismatch ratio of the overlap region is 0.2. The reads that could not be assembled were discarded; (iii) samples were distinguished according to the barcode and primers, and the sequence direction was adjusted with exact barcode matching or a maximum of two nucleotide mismatch in primer matching.
Operational taxonomic units (OTUs) with a 97% similarity cutoff were clustered using the UPARSE version 7.1 (Edgar, 2013), and the chimeric sequences were identified and removed. The taxonomy of each OTU representative sequence was analyzed by RDP Classifier version 2.2 (Wang et al., 2007) according to the SILVA ribosomal RNA database and algal symbionts Genomic resource database (Shi et al., 2021), using a confidence threshold of 0.7. Alpha diversity index, including observed OTUs, and richness estimators, such as Ace, Chao, Shannon, and Simpson indices, were calculated based on the frequency of OTUs and genera in the assigned sequence collections after rare sequences were removed. The OTUs were analyzed by Student’s t-test to compare the difference of the abundance on the genus level.
3. Results
3.1. Effect of V. fortis on the coral health
The condition of coral health is shown in Figure 2. After the inoculation of S10-1 for about 30 h, the corals in blank groups as the control were still observed in good condition, while the infected ones repeated in Groups 3 and 4 were observed with less tentacles extending for predation (Day 3). The second inoculation of Vibrio on Day 5 caused the symptoms to be more obvious on the second day (Day 6), and the images showed that Group 3 infected with Vibrio was observed with bleaching from C7 to C5, and Group 4 observed more serious bleaching from C5 to C1, accompanied with peeling of coral tissue. The damages mainly occurred starting from the middle of coral branches to the tip ends, while the coral polyps still seemed to be in good condition at the tip ends.
Progress of coral bleaching. The coral branches were cultured in pump recycling water with a salinity of 33.3‰ at 25°C under the simulated diurnal rhythm by LED light. Groups 1 and 2 are the corals treated with seawater in the blank; groups 3 and 4 are the corals infected by the overnight culture of Vibrio fortis S10-1. The images present the progress of coral bleaching judged by the color scale marked from C1 to C7, referenced from the PANTONE color system of 726–732C.
3.2. Photosynthetic function of coral holobiont under V. fortis infection
The results from the visual response of the coral holobiont health in each treatment were confirmed by the chlorophyll fluorescence quantum yield (Fv’/Fm) measured by PAM fluorometry to indicate the algal symbionts’ photosynthetic function. As shown in Figure 3, the Qy values from duplicated blank groups were similar, ranging between 0.50 and 0.40 in the first 6 days and remaining above 0.35 on Day 7 (P-value was 0.96857), while the Qy values from duplicated Vibrio infection groups also did not present a significant difference (P-value was 0.37669), with coral 3 being observed with a decreasing ratio of 13.17% after 6 days and further decreasing to about 0.21 on Day 7, while coral 4 present more sensitive to the Vibrio infection, decreased rapidly from healthy status at about 0.45 to an obvious bleaching status at Qy valve of 0.208 on Day 6 than 0.014 on Day 7. According to the results of statistical analysis, the Vibrio infection significantly affected the photosynthetic function of coral holobiont with a P-value of 0.00491.
Chlorophyll fluorescence quantum yield (Fv’/Fm) of coral holobiont. The Qy (Fv’/Fm) was measured using PAM fluorimetry at 3 points of coral middle parts and 3 points of coral tip ends, to obtain the average value and standard deviation of each coral branch. Corals 1 and 2 represented the corals treated with seawater in the blank; corals 3 and 4 represented the corals infected by V. fortis S10-1. The Qy of coral 1 is present by █ in black line, coral 2 by • in red line, coral 3 by ▲ in blue line, and coral 4 by ![[triangle]](/corehtml/pmc/pmcents/dtrif.gif)
in green line.
3.3. Verification of V. fortis as a potential pathogen to coral disease
Later on, the S10-1 strain was isolated from the infected S. guttatus branches. According to Koch’s rule, to verify the actual causative agent of V. fortis, subsequent infection experiments were carried out and inoculated the isolated S10-1 on both S. guttatus and P. damicornis; in addition, the QQ enzyme was used to inhibit the pathogenicity of S10-1 as control. As shown in Figure 4, the two species of coral were observed with a significant decrease in Qy value accompanied by obvious bleaching, after the inoculation of re-isolated S10-1 for 30 h. Interestingly, the corals in QQ-treated groups were observed with a reduction tendency but far better than that of infected groups, while the corals in blank groups remained in good condition. The results demonstrated that the infection of V. fortis again caused coral bleaching after bacterial inoculation, confirming the hypothesis that V. fortis was highly responsive to coral bleaching and was a potential pathogen related to coral health. In addition, the positive effects of QQ also indicated the probability of quorum sensing (QS) inhibition as a potential strategy for coral disease control.
Photosynthetic function of coral holobiont under bacterial infection and QQ treatment. The Qy (Fv’/Fm) of P. damicornis (A) and S. guttatus (B) was measured using PAM fluorimetry at 3 points of coral middle parts and 3 points of coral tip ends, to obtain the average value and standard deviation of each coral branch. The Qy from the V. fortis infected groups are presented in blue line, those infected groups with additional treatment of QQ enzyme are presented in red line, and the blank groups in black line.
3.4. Diversity and richness of total symbiotic bacteria
The diversity and richness of symbiotic bacteria from S. guttatus were further analyzed by the Alpha index, as shown in Table 2. The coverage of OTU from each sample was in the range of 98.79 to 99.95%, which indicated good recovery and reliable reflection of the symbiotic bacterial community of the tested samples.
TABLE 2
Alpha diversity index analysis of symbiotic bacteria in the coral culture system.
| Sample | OTU number | Ace | Chao | Shannon | Simpson | Coverage |
| coral_1 | 30855 | 249.1679 | 256.5556 | 1.3627 | 0.6033 | 99.91% |
| coral_2 | 31511 | 127.4174 | 157.7500 | 0.8403 | 0.7541 | 99.94% |
| coral_3 | 31731 | 407.2778 | 409.1579 | 2.9992 | 0.2437 | 99.95% |
| coral_4 | 32228 | 411.5785 | 414.5000 | 3.3771 | 0.1833 | 99.95% |
| water_1 | 42886 | 533.0147 | 499.2113 | 1.5774 | 0.4193 | 99.68% |
| water_2 | 37960 | 467.1878 | 463.1000 | 2.6786 | 0.1588 | 99.70% |
| water_3 | 36706 | 531.7272 | 488.5789 | 2.2264 | 0.2431 | 99.68% |
| water_4 | 33842 | 246.4882 | 238.0000 | 1.4988 | 0.3575 | 99.84% |
| stone_1 | 37081 | 1856.7257 | 1824.1246 | 5.7499 | 0.0103 | 99.24% |
| stone_2 | 30049 | 1738.6738 | 1704.2672 | 5.4152 | 0.0190 | 98.84% |
| stone_3 | 31703 | 1867.3839 | 1844.3333 | 5.5812 | 0.0118 | 98.79% |
| stone_4 | 38012 | 1601.2413 | 1580.1416 | 5.5155 | 0.0104 | 99.27% |
The community of coral symbiotic bacteria was observed with a remarkable difference between the healthy corals and the Vibrio-infected ones; the infection of V. fortis increased the richness as indicated by the higher indices of Ace and Chao and enriched the diversity as indicated by the higher Shannon index and lower Simpson index. In contrast, the planktonic bacteria in the water sample of healthy corals present higher richness than that of diseased corals and showed similar diversity between groups. In addition, the richness and diversity of the bacterial community in live stones were rarely affected by the additional V. fortis and showed no significant difference.
3.5. Structure of microbial community in the coral culture system
The microbial diversity in S. guttatus of each treatment group was analyzed. As shown in the community species abundance clustering in Figure 5, the upper clustering tree analyzed using the Bray–Curtis algorithm demonstrated a similarity and consistent tendency on the species abundance of the bacterial community in the duplicates, which indicated good reliability of the experiments. The results also indicated the relevance of bacterial community in the coral culture system, indicating that the Vibrio infection changed the abundance of the bacterial community in the symbiotic status of coral holobiont and planktonic status in seawater and that there was no significant difference among stones exposed under immersion of Vibrio, indicating the ability of self-regulation and stronger colonization resistance, which was probably acted by the abundant microorganisms adhered on the stones.
Community species abundance clustering heatmap of coral culture system on the genus level. The horizontal clustering is sample information, and the vertical clustering is species information. The left clustering tree is the species clustering tree and the upper clustering tree is the sample clustering tree. The middle is the abundance heatmap.
3.5.1. Community of coral symbiotic microorganisms
The structure of the microbial community in corals is shown in Figure 6. The results of OTU analysis showed that the microbial community composition was significantly different between the groups with different treatments. On the phylum level, the microbial community of corals suffered from exogenous V. fortis infection which led to a significant decrease in Firmicutes from 93.14 to 6.624% (P-value lower than 0.001) but an increase in the abundance of Actinobacteriota from 1.085 to 49.26% (P-value was 0.002405), Proteobacteria from 4.68 to 33.19% (P-value was 0.001759), and Acidobacteriota from 0.08413 to 2.653% (P-value was 0.03163).
Community composition of coral symbiotic bacteria on the genus level. The total genomic DNA of coral symbiotic microorganisms from each group performed high-throughput sequencing on the 16S rRNA. The taxonomy of each OTU representative sequence was analyzed by RDP classifier version 2.2 and classified on the genus level. The OTUs were analyzed by student’s t-test to compare the difference in abundance between groups: (A) is the microbial structure presented by relative community abundance; (B) is the phyla with a significant difference in abundance; and (C) is the top 15 genera with a significant difference in abundance were listed from higher abundance to low. Results of statistical analysis are presented by the significant difference indicated by * where 0.01 ≤ P ≤ 0.05, ** where 0.001 ≤ P ≤ 0.01, and *** where P ≤ 0.001.
On the genus level, after infection with V. fortis, the abundance of Bacillus in the symbiotic microorganisms of bleaching coral decreased significantly from 87.57% in the blank group to only 2.273% in bleaching corals (P-value was 0.0009638), mostly contributed by more abundant B. circulans and B. aryabhattai and less abundant B. subtilis, B. anthracis, and B. infernus, and the abundance of Rhodococcus with a P-value of 0.006542 (44.26% in bleaching coral and 0.2874% in the blank group, mostly identified as R. erythropolis), Ralstonia with a P-value of 0.0009664 (11.35% in bleaching corals and 0.3126% in the blank group, affected by R. pickettii and R. insidiosa), and Burkholderia–Caballeronia–Paraburkholderia with a P-value of 0.02048 (5.606% in bleaching corals and 0.4076% in the blank group, mostly constituted by Paraburkholderia fungorum) increased significantly.
3.5.2. Community of planktonic bacteria in water
The planktonic bacteria in the culture water were also analyzed as shown in Figure 7. On the phylum level, Proteobacteria took the highest proportion in the community and showed no significant difference after infection (94.21% in blank and 73.1% after infection, the P-value was 0.05276); the Vibrio infection caused significantly increasing abundant Bacteroidota from 4.402 to 26.09% (P-value was 0.04844); decreasing abundant Dependentiae from 0.3424 to 0.01805% (P-value was 0.01923) and Margulisbacteria with 0.02686% in the blank group and non-detected in Vibrio-infected groups (P-value was 0.04339).
Community composition of planktonic bacteria in water on genus level. The total genomic DNA of planktonic bacteria in water from each group performed high-throughput sequencing on the 16S rRNA. The taxonomy of each OTU representative sequence was analyzed by RDP Classifier version 2.2 and classified on the genus level. The OTUs were analyzed by student’s t-test to compare the difference in abundance between groups: (A) is the microbial structure presented by relative community abundance; (B) is the phyla with a significant difference in abundance; and (C) is the top 15 genera with a significant difference in abundance which were listed from higher abundance to low. Results of statistical analysis are presented by the significant difference indicated by * where 0.01 ≤ P ≤ 0.05, ** where 0.001 ≤ P ≤ 0.01, and *** where P ≤ 0.001.
On the genus level, the results of OTU analysis demonstrated a significantly increased abundance of Thalassobius and Tenacibaculum, and took as much as 49.15 and 20.83% in the Vibrio-infected culture water, while there were only 2.995 and 1.039% in the blank group (P-values were 0.01439 and 0.01141, respectively). It was also observed that with abundant unclassified genera from the Rhodobacteraceae family (5.083% in the Vibrio-infected group and 28.91% in the blank group) and Shimia (3.862% in the Vibrio-infected group and 6.152% in the blank group) present in the culture water, there was no significant difference between groups (P-values were 0.1342 and 0.7453, respectively).
3.5.3. Proportion of Vibrios in the coral culture system
As for the Vibrio sp., the proportion of Vibrios in each fraction is shown in Figure 8. The abundance of Vibrio was 0.006206% in bleaching corals, while that was non-detected in the blank group, including OTU3764 whose sequence was 100% matched to the 16S rRNA sequence of S10-1 (which is consistent with the result of isolation of S10-1 from infected S. guttatus) and other four unidentified Vibrio sp. represented by OTU3690, OTU3768, OTU3779, and OTU38. A higher proportion of Vibrios was also observed in the stones under Vibrio infection; however, the Vibrio abundance of water in the S10-1 infected group was significantly lower than that of the blank group, indicating that the change in the bacterial community and coral health was not directly caused by the Vibrios under planktonic status, and probably affected by the symbiotic status in corals.
Proportion of Vibrios in each fraction of coral culture system. The taxonomy of each OTU representative sequence from the high-throughput sequencing result was analyzed by RDP classifier version 2.2 and classified on genus level. The proportion of the OTUs representing the Vibrio genus is presented in bar charts, where the samples in the blank group are presented in red, and those in S10-1-infected groups are presented in black. The error bars indicate the value of standard deviations.
3.6. Effect of Vibrio infection on the algal symbionts
The community of algal symbionts was also analyzed to assess the effects of Vibrio infection as shown in Figure 9. The community of algal symbionts was observed with the most components of Cladocopium sp. in coral holobionts and very few Breviolum sp. and Fugacium sp. in live stone and seawater. No significant difference in community abundance and diversity was observed among the groups in coral holobiont, which indicated the rare effect of Vibrio on the algal symbionts, and therefore verified that the phenomenon of bleaching might be caused by the bacterial infection reasoned by Vibrio and secondary disorder of bacterial community.
Community component of algal symbionts in the coral culture system. The total genomic DNA from each group performed high-throughput sequencing using the primer pair of ITS-DINO and ITS2Rev2. The taxonomy of each OTU representative sequence was analyzed according to the algal symbionts’ genomic resource database and classified by ITS2 type.
4. Discussion
4.1. Potential pathogenicity of Vibrio to coral health
The role of Vibrios in coral diseases was still limitedly known (Munn, 2015), though there are some Vibrio species had been identified as opportunistic pathogens to cause coral disease, there is disagreement about whether they should be regarded as primary causing agents, as some Vibrios appeared to contribute to nitrification (Thurber et al., 2009) or involved in defense against pathogens (Ritchie, 2006).
Unlike the better-studied species, such as V. parahaemolyticus and V. coralliformis, V. fortis is still rarely reported. To the best of our knowledge, it was reported for its pathogenicity to marine animals such as shrimps (Thompson et al., 2003), sea horses (Wang et al., 2016), and sea urchins (Ding et al., 2014), as well as one of the lists of abnormal abundant coral symbiotic microbes (Ou et al., 2018). Predictably, the activity of sea cucumber carrying V. fortis in coral reefs area would increase the risk of bacterial infection to the coral holobiont. However, the disease development and pathogenicity mechanism of coral bleaching caused by V. fortis are not yet clear.
It is currently known that the pathogenicity of Vibrio sp. is parallelly regulated by at least three QS pathways, LuxM/LuxN-related AHLs, CqsA/CqsS-related CAI-1, and LuxS/LuxP-related AI-2; all lead to the regulation of core regulatory protein LuxO (Herzog et al., 2019) and then to the synergistic action of key regulatory proteins AphA (Lu et al., 2018) and OpaR (Zhang et al., 2016), which regulate downstream exopolysaccharide synthesis genes to affect biofilm formation and virulence relative genes to release virulence factors including hemolysin. The findings of QS signals produced by bacteria in the coral mucus layer (Li et al., 2017), the signaling molecules and active hydrolytic enzymes released by V. shilonii AK1 in outer membrane vesicles (Li et al., 2016), and the interference of QS regulation against the AHL-mediated opportunistic bacteria of resident microbes in bleaching’s initiation and progression (Zhou et al., 2020), in recent years, all supported the hypothesis of bacterial infection under QS regulation, which is consistent with the positive inhibition of V. fortis pathogenicity under QQ enzyme treatment in this study (Figure 4), and this phenomenon indicates the potential strategy of QQ on coral disease control.
4.2. Microbial shift and bacterial interaction behind Vibrio infection
In this article, the infection of V. fortis was designed as the only variable factor in coral health. The symptom development of coral bleaching and tissue lysis verified and strongly supported the hypothesis of “bacterial bleaching.” The findings in this study demonstrated that its infection also caused significant changes in the coral-associated microsystem, especially the increased abundance of opportunistic pathogenic bacteria, which might synergistically affect coral health.
Among the microbial community, the decreasing abundance of Bacillus belonging to phylum Firmicutes seems to be the most serious side effect caused by Vibrio infection (Figure 5). Bacillus had been widely accepted as the main antagonistic bacteria and used for biological control in agriculture (Jiang et al., 2018) and aquaculture (Wang et al., 2019), and recently reported as marine probiotics to increase coral resistance to bleaching (Rosado et al., 2019). Bacillus can produce secondary metabolites, including lipopeptides and polyketones with antibacterial, antiviral, or antitumor activities (Wu et al., 2019), and the quorum quenching (QQ) enzymes, such as AiiA (Dong et al., 2000) and YtnP (Sun et al., 2021), to degrade AHLs, inhibiting the biofilm formation and toxin release of AHLs/Lux-mediated pathogens including V. fortis that was known to contain an AHLs intermediated LuxM/LuxN QS pathway (Ding et al., 2014). The subsequent abnormal abundant Bacillus, B. circulans for instance, resulted from the simulated outbreaking of V. fortis when the inoculation of 105 CFU/ml was far beyond the threshold of QS; therefore, it might further weaken the resistance of coral holobiont to the stress from pathogens (Satpute et al., 2010; Niu et al., 2014).
The increased abundance of Rhodococcus in phylum Actinobacteria might also be related to the decreasing abundance of Bacillus, because Rhodococcus sp. was reported with antibacterial activity against Bacillus substilis (Mahmoud and Kalendar, 2016). Among these, the most composition species, R. erythropolis, produces different types of QQ enzymes (Ryu et al., 2020) to recognize and degrade AHLs and could be used for biofouling control (Ergön-Can et al., 2017). The increasing abundance might be speculated to result from the self-regulation of the coral symbiotic microbiota after the sense of abnormally increased concentration of AHLs generated by the inoculated V. fortis.
The increasing abundance of the genera Ralstonia and Burkholderia–Caballeronia–Paraburkholderia in phylum Proteobacteria was probably eligible for the causal relationship of the declined abundance of Bacillus because of the less inhibition from the Bacillus-produced surfactin (Grady et al., 2019). However, the correlation between Ralstonia and Burkholderia–Caballeronia–Paraburkholderia of coral health is still unclear (Bernasconi et al., 2019). Reports are claiming that Ralstonia sp. is a known gram-negative phytopathogenic bacteria (Hayashi et al., 2019) and dental opportunistic pathogen (Tuttlebee et al., 2002), while the Burkholderia–Caballeronia–Paraburkholderia, which is mostly constituted by Paraburkholderia fungorum, is reported as a plant probiotic bacteria (Rahman et al., 2018) but still risky to human health (Tan et al., 2020).
In addition, considering that the planktonic bacteria in the water could flow into the gastrovascular cavity of coral along with the filter feeding, the significantly increased abundance of Thalassobius (also detected with higher abundance in bleaching coral but with no significant difference) and Tenacibaculum in water might also affect the coral health (Figure 7). Thalassobius belonging to the family Rhodobacteraceae has been reported as a microbial bioindicator enriched in the Stony Coral Tissue Loss Disease accompanied by Vibrio (Becker et al., 2021), and has been associated with invertebrate diseases (Roder et al., 2014), while the increased abundance of Tenacibaculum was also consistent with the findings from microbial community shift in the White syndrome-affected Echinopora lamellosa in aquaria (Smith et al., 2015).
Another unclassified genus belonging to the family Rhodobacteraceae and the genus Shimia was also detected in the planktonic bacterial community in water, though there was no significant difference observed yet. The indicator species in the coral hosts, family Rhodobacteraceae and genus Shimia, were observed to increase their relative abundance when corals are under stress (Casey et al., 2015; Pootakham et al., 2019) or with the emergence of Porites white patch syndrome accompanied with Vibrio (Séré et al., 2013). This phenomenon was verified in the later coral bleaching in the blank group caused by the deterioration of water quality 2 days after the experiments stopped (data not shown).
The virulence from the shift bacterial community of abundant opportunistic pathogens might not be the only reason for coral bleaching. The nutrients sources and waste products for coral holobiont are also a concern, which mainly come from the metabolism of symbiotic microbes such as carbon and nitrogen fixation (Gibbin et al., 2019) and the metabolic integration from algal symbionts (Sun et al., 2020), in such closed aquaria without extra exogenous nutrient sources. The shift in the bacterial community no doubt leads to an imbalance in the nutrient food chain in the coral holobiont (Raina et al., 2009); however, in this study, there is no direct relevance between the infection of V. fortis and the status of algal symbionts. The dominant population in the tested S. guttatus was Cladocopium sp., though with few relative abundances of other Symbiodiniaceae according to the reported ITS2 type (Yu et al., 2020), and no observation of Durusdinium sp., which was reported with stronger stress resistance (Sun et al., 2020); therefore, the findings indicated that the bleaching in this study was caused by Vibrio infection and the following shift of bacterial community, but not by the dissociation of algal symbionts.
To sum up, this study expands the cognition of the correlation between coral symbiotic Vibrio and coral health. According to the experience of other reported Vibrio pathogens, the outbreak and pathogenicity enhancement of Vibrio may be related to environmental changes (Kimes et al., 2012). The symbiotic changes caused by the outbreak of V. fortis, especially the increased abundance of other pathogenic bacteria, may also cause more serious damage to the coral holobiont. In addition, the reduced abundance of potential probiotics Bacillus under the competition of microbiota might also provide an experimental experience for probiotic strategy (Zhao et al., 2019) or QS regulation (Zhou et al., 2020) on pathogen control or resistance enhancement (Rosado et al., 2019).
5. Conclusion
To identify the relationship between V. fortis and coral health and to understand its role in bacterial infection, V. fortis S10-1 was designed as the only variable factor to infect the coral Seriatopora guttatus and Pocillopora damicornis. The results of color scale analysis of S10-1-infected coral branches in aquaria indicated that V. fortis was responsible for coral bleaching, which leads to the high probability of pathogenicity of V. fortis in coral. The significant reduction of photosynthetic function in coral holobiont and shift of coral symbiotic microbial community upon the infection of S10-1 provided strong evidence for the “bacterial bleaching” hypothesis. The positive effect of quorum quenching indicated the potential strategy of bacterial disease control. The infection of S10-1 led to the imbalance in the coral-associated bacterial community but had no significant effect on the algal symbionts, and this was accompanied by a significant decrease in the abundance of probiotic Bacillus and an increase in the abundance of Rhodococcus erythropolis and other opportunistic pathogens including Ralstonia and Burkholderia–Caballeronia–Paraburkholderia in the coral-associated community, as well as increased abundance of Shimia and other unclassified genus in family Rhodobacteraceae in the planktonic bacterial community in water. The study provided experimental experience on corals in aquaria for the exploration of the interaction among coral-associated microbial communities in coral relative micro-ecosystem and revealed the potential probiotic strategy or QS regulation on pathogen control for coral health.
Data availability statement
The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: https://doi.org/10.6084/m9.figshare.21707861.v1.
Author contributions
XS contributed to the conception of the study and drafted the manuscript. YL and XZ contributed to the design of the experiment of bacterial challenge and culture of corals. QY, NX, ZT, SW, and YJ performed the experiments. HZ helped the analysis of the ITS2 type of Symbiodiniaceae. XZ, HM, and DO helped the analysis with constructive discussions. XS and DO offered the funding acquisition. All authors reviewed the results and approved the final version of the manuscript.
Acknowledgments
We thank MCCC from TIO, MNR for providing the bacterial isolates of Vibrio fortis S10-1 for this study.
Funding Statement
This project was sponsored by the National Key Research and Development Program of China (2022YFC3102003), the Fujian Provincial Department of Science and Technology (2021N0012), the Fundamental Research Funds for the Central Universities (ZQN-1018), and the Scientific Research Foundation of Third Institute of Oceanography, MNR (2020017).
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
References
- Ahmed N., Mohamed H. F., Xu C., Sun X., Huang L. (2022). Novel antibacterial activity of Sargassum fusiforme extract against coral white band disease. Electronic J. Biotechnol. 57 12–23. 10.1016/j.ejbt.2022.03.002 [CrossRef] [Google Scholar]
- Ainsworth T. D., Fine M., Roff G., Hoegh-Guldberg O. (2008). Bacteria are not the primary cause of bleaching in the mediterranean coral Oculina patagonica. ISME J. 2 67–73. 10.1038/ismej.2007.88 [Abstract] [CrossRef] [Google Scholar]
- Becker C. C., Brandt M., Miller C. A., Apprill A. (2021). Microbial bioindicators of stony coral tissue loss disease identified in corals and overlying waters using a rapid field-based sequencing approach. Environ. Microbiol. 24 1166–1182. 10.1111/1462-2920.15718 [Abstract] [CrossRef] [Google Scholar]
- Bernasconi R., Stat M., Koenders A., Paparini A., Bunce M., Huggett M. J. (2019). Establishment of coral-bacteria symbioses reveal changes in the core bacterial community with host ontogeny. Front. Microbiol. 10 1529. 10.3389/fmicb.2019.01529 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Casey J. M., Connolly S. R., Ainsworth T. D. (2015). Coral transplantation triggers shift in microbiome and promotion of coral disease associated potential pathogens. Sci. Rep. 5 1–11. 10.1038/srep11903 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Chen S., Zhou Y., Chen Y., Gu J. (2018). Fastp: An ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 34 i884–i890. 10.1093/bioinformatics/bty560 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Ding J., Dou Y., Wang Y., Chang Y. (2014). Draft genome sequence of vibrio fortis Dalian14 isolated from diseased sea urchin (Strongylocentrotus intermedius). Genome Announ. 2 14–15. 10.1128/genomeA.00409-14 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Dong Y., Xu J., Li X., Zhang L. (2000). AiiA, an enzyme that inactivates the acylhomoserine lactone quorum-sensing signal and attenuates the virulence of Erwinia carotovora. Proc. Natl. Acad. Sci. U.S.A. 97 3526–3531. 10.1073/pnas.97.7.3526 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Edgar R. C. (2013). UPARSE: Highly accurate OTU sequences from microbial amplicon reads. Nat. Methods 10 996–998. 10.1038/nmeth.2604 [Abstract] [CrossRef] [Google Scholar]
- Ergön-Can T., Köse-Mutlu B., Koyuncu İ, Lee C. H. (2017). Biofouling control based on bacterial quorum quenching with a new application: Rotary microbial carrier frame. J. Membr. Sci. 525 116–124. 10.1016/j.memsci.2016.10.036 [CrossRef] [Google Scholar]
- Feng L., He L., Jiang S., Chen J., Zhou C., Qian Z. J., et al. (2020). Investigating the composition and distribution of microplastics surface biofilms in coral areas. Chemosphere 252:126565. 10.1016/j.chemosphere.2020.126565 [Abstract] [CrossRef] [Google Scholar]
- Gibbin E., Gavish A., Krueger T., Kramarsky-Winter E., Shapiro O., Guiet R., et al. (2019). Vibrio coralliilyticus infection triggers a behavioural response and perturbs nutritional exchange and tissue integrity in a symbiotic coral. ISME J. 13 989–1003. 10.1038/s41396-018-0327-2 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Grady E. N., MacDonald J., Ho M. T., Weselowski B., McDowell T., Solomon O., et al. (2019). Characterization and complete genome analysis of the surfactin-producing, plant-protecting bacterium Bacillus velezensis 9D-6. BMC Microbiol. 19:5. 10.1186/s12866-018-1380-8 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Hayashi K., Senuma W., Kai K., Kiba A., Ohnishi K., Hikichi Y. (2019). Major exopolysaccharide, EPS I, is associated with the feedback loop in the quorum sensing of Ralstonia solanacearum strain OE1-1. Mol. Plant Pathol. 20 1740–1747. 10.1111/mpp.12870 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Herzog R., Peschek N., Fröhlich K. S., Schumacher K., Papenfort K. (2019). Three autoinducer molecules act in concert to control virulence gene expression in Vibrio cholerae. Nucleic Acids Res. 47 3171–3183. 10.1093/nar/gky1320 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Hume B. C. C., Ziegler M., Poulain J., Pochon X., Romac S., Boissin E., et al. (2018). An improved primer set and amplification protocol with increased specificity and sensitivity targeting the Symbiodinium ITS2 region. PeerJ 6:e4816. 10.7717/peerj.4816 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Jiang C., Liao M., Wang H., Zheng M., Xu J. (2018). Bacillus velezensis, a potential and efficient biocontrol agent in control of pepper gray mold caused by Botrytis cinerea. Biol. Control 126 147–157. 10.1016/j.biocontrol.2018.07.017 [CrossRef] [Google Scholar]
- Kang J., Mohamed H. F., Liu X., Pei L., Huang S., Lin X., et al. (2022). Combined culture and DNA metabarcoding analysis of cyanobacterial community structure in response to coral reef health status in the South China sea. J. Mar. Sci. Eng. 10:1984. 10.3390/jmse10121984 [CrossRef] [Google Scholar]
- Kimes N. E., Grim C. J., Johnson W. R., Hasan N. A., Tall B. D., Kothary M. H., et al. (2012). Temperature regulation of virulence factors in the pathogen Vibrio coralliilyticus. ISME J. 6 835–846. 10.1038/ismej.2011.154 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Kushmaro A., Loya Y., Fine M., Rosenburg E. (1996). Bacterial infection and coral bleaching. Nature 380 396–396. 10.1038/380396a0 [CrossRef] [Google Scholar]
- Li J., Azam F., Zhang S. (2016). Outer membrane vesicles containing signalling molecules and active hydrolytic enzymes released by a coral pathogen Vibrio shilonii AK1. Environ. Microbiol. 18 3850–3866. 10.1111/1462-2920.13344 [Abstract] [CrossRef] [Google Scholar]
- Li J., Kuang W., Long L., Zhang S. (2017). Production of quorum-sensing signals by bacteria in the coral mucus layer. Coral Reefs 36 1235–1241. 10.1007/s00338-017-1616-3 [CrossRef] [Google Scholar]
- Lu R., Osei-Adjei G., Huang X., Zhang Y. (2018). Role and regulation of the orphan AphA protein of quorum sensing in pathogenic vibrios. Fut. Microbiol. 13 383–391. 10.2217/fmb-2017-0165 [Abstract] [CrossRef] [Google Scholar]
- Magoč T., Salzberg S. L. (2011). FLASH: Fast length adjustment of short reads to improve genome assemblies. Bioinformatics 27 2957–2963. 10.1093/bioinformatics/btr507 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Mahmoud H. M., Kalendar A. A. (2016). Coral-associated actinobacteria: Diversity, abundance, and biotechnological potentials. Front. Microbiol. 7:204. 10.3389/fmicb.2016.00204 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Mao-Jones J., Ritchie K. B., Jones L. E., Ellner S. P. (2010). How microbial community composition regulates coral disease development. PLoS Biol. 8:e1000345. 10.1371/journal.pbio.1000345 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Mhuantong W., Nuryadi H., Trianto A., Sabdono A., Tangphatsornruang S., Eurwilaichitr L., et al. (2019). Comparative analysis of bacterial communities associated with healthy and diseased corals in the Indonesian sea. PeerJ 2019 1–20. 10.7717/peerj.8137 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Mohamed H. F., Abd-Elgawad A., Cai R., Luo Z., Xu C. (2022). The bacterial signature offers vision into the machinery of coral fitness across high-latitude coral reef in the South China Sea. Environ. Microbiol. Rep. 15, 13–30. 10.1111/1758-2229.13119 [Abstract] [CrossRef] [Google Scholar]
- Munn C. B. (2015). The role of vibrios in diseases of corals. Microbiol. Spectr. 3 1–12. 10.1128/microbiolspec.VE-0006-2014 [Abstract] [CrossRef] [Google Scholar]
- Niu Y., Defoirdt T., Baruah K., Van De Wiele T., Dong S., Bossier P. (2014). Bacillus sp . LT3 improves the survival of gnotobiotic brine shrimp (Artemia franciscana) larvae challenged with Vibrio campbellii by enhancing the innate immune response and by decreasing the activity of shrimp-associated vibrios. Vet. Microbiol. 173 279–288. 10.1016/j.vetmic.2014.08.007 [Abstract] [CrossRef] [Google Scholar]
- Ou D., Chen B., Hadi T. A., Suharsono, Niu W., Alfiansah Y. R. (2018). Next-generation sequencing revealed specific microbial symbionts in Porites lutea with pigment abnormalities in North Sulawesi, Indonesia. Acta Oceanol. Sin. 37 78–84. 10.1007/s13131-018-1291-4 [CrossRef] [Google Scholar]
- Pootakham W., Mhuantong W., Yoocha T., Putchim L., Jomchai N., Sonthirod C., et al. (2019). Heat-induced shift in coral microbiome reveals several members of the Rhodobacteraceae family as indicator species for thermal stress in Porites lutea. Microbiol. Open 8 1–20. 10.1002/mbo3.935 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Putnam H. M., Gates R. D. (2015). Preconditioning in the reef-building coral Pocillopora damicornis and the potential for trans-generational acclimatization in coral larvae under future climate change conditions. J. Exp. Biol. 218 2365–2372. 10.1242/jeb.123018 [Abstract] [CrossRef] [Google Scholar]
- Rahman M., Sabir A. A., Mukta J. A., Khan M. M. A., Mohi-Ud-Din M., Miah M. G., et al. (2018). Plant probiotic bacteria Bacillus and Paraburkholderia improve growth, yield and content of antioxidants in strawberry fruit. Sci. Rep. 8:2504. 10.1038/s41598-018-20235-1 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Raina J. B., Tapiolas D., Willis B. L., Bourne D. G. (2009). Coral-associated bacteria and their role in the biogeochemical cycling of sulfur. Appl. Environ. Microbiol. 75 3492–3501. 10.1128/AEM.02567-08 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Ritchie K. B. (2006). Regulation of microbial populations by coral surface mucus and mucus-associated bacteria. Mar. Ecol. Prog. Ser. 322 1–14. 10.3354/meps322001 [CrossRef] [Google Scholar]
- Roder C., Arif C., Bayer T., Aranda M., Daniels C., Shibl A., et al. (2014). Bacterial profiling of white plague disease in a comparative coral species framework. ISME J. 8 31–39. 10.1038/ismej.2013.127 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Rosado P. M., Leite D. C. A., Duarte G. A. S., Chaloub R. M., Jospin G., Nunes da Rocha U. (2019). Marine probiotics: Increasing coral resistance to bleaching through microbiome manipulation. ISME J. 13 921–936. 10.1038/s41396-018-0323-6 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Rosenberg E., Kushmaro A., Kramarsky-Winter E., Banin E., Yossi L. (2009). The role of microorganisms in coral bleaching. ISME J. 3 139–146. 10.1038/ismej.2008.104 [Abstract] [CrossRef] [Google Scholar]
- Ryu D. H., Lee S. W., Mikolaityte V., Kim Y. W., Jeong H., Lee S. J., et al. (2020). Identification of a second type of ahllactonase from Rhodococcus sp. BH4, belonging to the α/β hydrolase superfamily. J. Microbiol. Biotechnol. 30 937–945. 10.4014/jmb.2001.01006 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Satpute S. K., Banat I. M., Dhakephalkar P. K., Banpurkar A. G., Chopade B. A. (2010). Biosurfactants, bioemulsifiers and exopolysaccharides from marine microorganisms. Biotechnol. Adv. 28 436–450. 10.1016/j.biotechadv.2010.02.006 [Abstract] [CrossRef] [Google Scholar]
- Séré M. G., Tortosa P., Chabanet P., Turquet J., Quod J. P., Schleyer M. H. (2013). Bacterial communities associated with Porites white patch syndrome (PWPS) on three western Indian Ocean (WIO) coral reefs. PLoS One 8:e83746. 10.1371/journal.pone.0083746 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Shi T., Niu G., Kvitt H., Zheng X., Qin Q., Sun D., et al. (2021). Untangling ITS2 genotypes of algal symbionts in zooxanthellate corals. Mol. Ecol. Resour. 21 137–152. 10.1111/1755-0998.13250 [Abstract] [CrossRef] [Google Scholar]
- Smith D., Leary P., Craggs J., Bythell J., Sweet M. (2015). Microbial communities associated with healthy and white syndrome-affected Echinopora lamellosa in aquaria and experimental treatment with the antibiotic ampicillin. PLoS One 10:e0121780. 10.1371/journal.pone.0121780 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Stuart-Smith R. D., Brown C. J., Ceccarelli D. M., Edgar G. J. (2018). Ecosystem restructuring along the great barrier reef following mass coral bleaching. Nature 560 92–96. 10.1038/s41586-018-0359-9 [Abstract] [CrossRef] [Google Scholar]
- Sun X., Hill P., Liu J., Qian J., Ma Y., Zhou S. (2021). Marine-source quorum quenching enzyme YtnP to improve hygiene quality in dental units. Mar. Drugs 19:225. 10.3390/md19040225 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Sun Y., Jiang L., Gong S., Guo M., Yuan X., Zhou G., et al. (2020). Impact of ocean warming and acidification on symbiosis establishment and gene expression profiles in recruits of reef coral acropora intermedia. Front. Microbiol. 11:532447. 10.3389/fmicb.2020.532447 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Tan K. Y., Dutta A., Tan T. K., Hari R., Othman R. Y., Choo S. W. (2020). Comprehensive genome analysis of a pangolin-associated Paraburkholderia fungorum provides new insights into its secretion systems and virulence. PeerJ 8 1–24. 10.7717/peerj.9733 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Thompson F. L., Thompson C. C., Hoste B., Vandemeulebroecke K., Gullian M., Swings J. (2003). Vibrio fortis sp. nov. and Vibrio hepatarius sp. nov., isolated from aquatic animals and the marine environment. Int. J. Syst. Evol. Microbiol. 53 1495–1501. 10.1099/ijs.0.02658-0 [Abstract] [CrossRef] [Google Scholar]
- Thurber R. V., Willner-Hall D., Rodriguez-Mueller B., Desnues C., Edwards R. A., Angly F., et al. (2009). Metagenomic analysis of stressed coral holobionts. Environ. Microbiol. 11 2148–2163. 10.1111/j.1462-2920.2009.01935.x [Abstract] [CrossRef] [Google Scholar]
- Tuttlebee C. M., Donnell M. J. O., Keaney C. T., Russellx R. J., Sullivan D. J., Falkinerz F., et al. (2002). Effective control of dental chair unit waterline biofilm and marked reduction of bacterial contamination of output water using two peroxide-based disinfectants. J. Hosp. Infect. 52 192–205. 10.1053/jhin.2002.1282 [Abstract] [CrossRef] [Google Scholar]
- Ushijima B., Videau P., Burger A. H., Shore-Maggio A., Runyon C. M., Sudek M., et al. (2014). Vibrio coralliilyticus strain OCN008 is an etiological agent of acute montipora white syndrome. Appl. Environ. Microbiol. 80 2102–2109. 10.1128/AEM.03463-13 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Wang C., Liu Y., Sun G., Li X., Liu Z. (2019). Growth, immune response, antioxidant capability, and disease resistance of juvenile Atlantic salmon (Salmo salar L.) fed Bacillus velezensis V4 and Rhodotorula mucilaginosa compound. Aquaculture 500 65–74. 10.1016/j.aquaculture.2018.09.052 [CrossRef] [Google Scholar]
- Wang Q., Garrity G. M., Tiedje J. M., Cole J. R. (2007). Naïve Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy. Appl. Environ. Microbiol. 73 5261–5267. 10.1128/AEM.00062-07 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Wang X., Zhang Y., Qin G., Luo W., Lin Q. (2016). A novel pathogenic bacteria (Vibrio fortis) causing enteritis in cultured seahorses. Hippoc. Erectus Perry 39 765–769. 10.1111/jfd.12411 [Abstract] [CrossRef] [Google Scholar]
- Wu Q., Zhi Y., Xu Y. (2019). Systematically engineering the biosynthesis of a green biosurfactant surfactin by Bacillus subtilis 168. Metab. Eng. 52 87–97. 10.1016/j.ymben.2018.11.004 [Abstract] [CrossRef] [Google Scholar]
- Yu L., Li T., Li L., Lin X., Li H., Liu C., et al. (2020). SAGER: A database of symbiodiniaceae and algal genomic resource. Database 2020 1–8. 10.1093/database/baaa051 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Zhang Y., Zhang L., Hou S., Huang X., Sun F., Gao H. (2016). The master quorum-sensing regulator OpaR is activated indirectly by H-NS in Vibrio parahaemolyticus. Curr. Microbiol. 73 71–76. 10.1007/s00284-016-1018-8 [Abstract] [CrossRef] [Google Scholar]
- Zhao W., Yuan T., Piva C., Spinard E. J., Schuttert C. W., Rowley D. C., et al. (2019). The probiotic bacterium Phaeobacter inhibens downregulates virulence factor transcription in the shellfish pathogen Vibrio coralliilyticus by N-Acyl homoserine lactone production. Appl. Environ. Microbiol. 85 e1545–e1518. 10.1128/AEM.01545-18 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
- Zhou J., Lin Z. J., Cai Z. H., Zeng Y. H., Zhu J. M., Du X. P. (2020). Opportunistic bacteria use quorum sensing to disturb coral symbiotic communities and mediate the occurrence of coral bleaching. Environ. Microbiol. 22 1944–1962. 10.1111/1462-2920.15009 [Abstract] [CrossRef] [Google Scholar]
- Ziegler M., Grupstra C. G. B., Barreto M. M., Eaton M., BaOmar J., Zubier K., et al. (2019). Coral bacterial community structure responds to environmental change in a host-specific manner. Nat. Commun. 10:3092. 10.1038/s41467-019-10969-5 [Europe PMC free article] [Abstract] [CrossRef] [Google Scholar]
Articles from Frontiers in Microbiology are provided here courtesy of Frontiers Media SA
Full text links
Read article at publisher's site: https://doi.org/10.3389/fmicb.2023.1116737
Read article for free, from open access legal sources, via Unpaywall:
https://www.frontiersin.org/articles/10.3389/fmicb.2023.1116737/pdf
Citations & impact
Impact metrics
Citations of article over time
Alternative metrics
Discover the attention surrounding your research
https://www.altmetric.com/details/142367911
Article citations
Mitigation of Vibrio coralliilyticus-induced coral bleaching through bacterial dysbiosis prevention by Ruegeria profundi.
Appl Environ Microbiol, 90(4):e0227423, 12 Mar 2024
Cited by: 0 articles | PMID: 38470181 | PMCID: PMC11022554
Evolutionary radiation and microbial community dynamics shape the thermal tolerance of Fungiidae in the southern South China Sea.
Microbiol Spectr, 12(2):e0243623, 04 Jan 2024
Cited by: 0 articles | PMID: 38174936 | PMCID: PMC10845974
Unveiling microbiome changes in Mediterranean octocorals during the 2022 marine heatwaves: quantifying key bacterial symbionts and potential pathogens.
Microbiome, 11(1):271, 05 Dec 2023
Cited by: 0 articles | PMID: 38053218 | PMCID: PMC10696765
Holobiont responses of mesophotic precious red coral Corallium rubrum to thermal anomalies.
Environ Microbiome, 18(1):70, 14 Aug 2023
Cited by: 1 article | PMID: 37580830 | PMCID: PMC10424431
Data
Data behind the article
This data has been text mined from the article, or deposited into data resources.
Data Citations
- (1 citation) DOI - 10.6084/m9.figshare.21707861.v1
Similar Articles
To arrive at the top five similar articles we use a word-weighted algorithm to compare words from the Title and Abstract of each citation.
Mitigation of Vibrio coralliilyticus-induced coral bleaching through bacterial dysbiosis prevention by Ruegeria profundi.
Appl Environ Microbiol, 90(4):e0227423, 12 Mar 2024
Cited by: 0 articles | PMID: 38470181 | PMCID: PMC11022554
Changes in coral-associated microbial communities during a bleaching event.
ISME J, 2(4):350-363, 06 Dec 2007
Cited by: 228 articles | PMID: 18059490
Opportunistic bacteria use quorum sensing to disturb coral symbiotic communities and mediate the occurrence of coral bleaching.
Environ Microbiol, 22(5):1944-1962, 19 Apr 2020
Cited by: 9 articles | PMID: 32249540
Microbial diseases of corals and global warming.
Environ Microbiol, 4(6):318-326, 01 Jun 2002
Cited by: 113 articles | PMID: 12071977
Review
The role of microorganisms in coral bleaching.
ISME J, 3(2):139-146, 13 Nov 2008
Cited by: 47 articles | PMID: 19005495
Review