Front. Microbiol. Frontiers in Microbiology Front. Microbiol. 1664-302X Frontiers Media S.A. 10.3389/fmicb.2022.896767 Microbiology Original Research Diverse Aquatic Animal Matrices Play a Key Role in Survival and Potential Virulence of Non-O1/O139 Vibrio cholerae Isolates Yan Lili 1 2 Jin Yinzhe 1 2 Zhang Beiyu 1 2 Xu Yingwei 1 2 Peng Xu 3 Qin Si 4 * Chen Lanming 1 2 * 1Key Laboratory of Quality and Safety Risk Assessment for Aquatic Products on Storage and Preservation (Shanghai), Ministry of Agriculture and Rural Affairs of the People's Republic of China, Shanghai, China 2College of Food Science and Technology, Shanghai Ocean University, Shanghai, China 3Department of Biology, Archaea Centre, University of Copenhagen, Copenhagen, Denmark 4Key Laboratory for Food Science and Biotechnology of Hunan Province, College of Food Science and Technology, Hunan Agricultural University, Changsha, China

Edited by: Mehdi Raissy, Islamic Azad University, Iran

Reviewed by: Xiaohui Zhou, University of Connecticut, United States; Jeffrey H. Withey, Wayne State University, United States

 *Correspondence: Si Qin qinsiman@hunau.edu.cn Lanming Chen lmchen@shou.edu.cn

This article was submitted to Food Microbiology, a section of the journal Frontiers in Microbiology

 21 06 2022 2022 13 896767 15 03 2022 04 05 2022 Copyright © 2022 Yan, Jin, Zhang, Xu, Peng, Qin and Chen. 2022 Yan, Jin, Zhang, Xu, Peng, Qin and Chen

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Vibrio cholerae can cause pandemic cholera in humans. The waterborne bacterium is frequently isolated from aquatic products worldwide. However, current literature on the impact of aquatic product matrices on the survival and pathogenicity of cholerae is rare. In this study, the growth of eleven non-O1/0O139 V. cholerae isolates recovered from eight species of commonly consumed fish and shellfish was for the first time determined in the eight aquatic animal matrices, most of which highly increased the bacterial biomass when compared with routine trypsin soybean broth (TSB) medium. Secretomes of the V. cholerae isolates (draft genome size: 3,852,021–4,144,013 bp) were determined using two-dimensional gel electrophoresis (2DE-GE) and liquid chromatography-tandem mass spectrometry (LC-MS/MS) techniques. Comparative secretomic analyses revealed 74 differential extracellular proteins, including several virulence- and resistance-associated proteins secreted by the V. cholerae isolates when grown in the eight matrices. Meanwhile, a total of 8,119 intracellular proteins were identified, including 83 virulence- and 8 resistance-associated proteins, of which 61 virulence-associated proteins were absent from proteomes of these isolates when grown in the TSB medium. Additionally, comparative genomic and proteomic analyses also revealed several strain-specific proteins with unknown functions in the V. cholerae isolates. Taken, the results in this study demonstrate that distinct secretomes and proteomes induced by the aquatic animal matrices facilitate V. cholerae resistance in the edible aquatic animals and enhance the pathogenicity of the leading waterborne pathogen worldwide.

 V. cholerae aquatic product matrix secretome proteome genome virulence resistance Science and Technology Commission of Shanghai Municipality10.13039/501100003399 National Natural Science Foundation of China10.13039/501100001809 Introduction

Vibrio cholerae is a Gram-negative bacterium that is found growing in brackish coastal waters and estuaries worldwide (Yen and Camilli, 2017). Ingestion of water or aquatic products contaminated with toxic V. cholerae can cause cholera in humans (Ramamurthy et al., 2020). In the Indian subcontinent, the description of a disease resembling cholera has been mentioned in Sushruta Samita, estimated to have been written between ~400 and 500 BC (Siddique and Cash, 2014). In 1817, the first pandemic of cholera spread from India to several other regions of the world (Lippi et al., 2016). Consequently, six additional major pandemics have occurred, the latest of which originated in Indonesia in the 1960s and was still ongoing (Rabaan, 2019). It was estimated that cholera caused ~95,000 deaths annually in endemic countries, such as India, Ethiopia, and Nigeria (Ali et al., 2015). To date, V. cholerae isolates have been classified into more than 200 serogroups (Zmeter et al., 2018), of which serogroups O1 and O139 can cause cholera outbreaks. Nevertheless, clinical infections with non-O1/O139 V. cholerae isolates have been reported (Zmeter et al., 2018). These pathogens can cause intestinal, extra-intestinal diseases, and even death (Zmeter et al., 2018). For example, a pathogenic and non-O1/O139 V. cholerae AM-19226 strain colonized human intestinal epithelial cells by a Type III secretory system (T3SS), disrupted homeostasis, and caused diarrhea disease (Miller et al., 2016). Virulence-related proteins have been identified in non-O1/O139 V. cholerae isolates, e.g., a cholix toxin (Chx), a multifunctional autoprocessing repeats-in-toxin (MARTX), a GlcNAc binding protein A (GbpA), a V. cholerae cytolysin (VCC), and an outer membrane protein OmpU (Ramamurthy et al., 2020). For instance, intraperitoneal injection of Chx in mice can cause a lethal hemorrhagic inflammatory and cytotoxic response in the liver (Ogura et al., 2017). Non-O1/O139 V. cholerae isolates exerted cell rounding via MARTX that induced the depolymerization of actin fibers of host cells (Fullner and Mekalanos, 2000). The binding of V. cholerae by GbpA led to increased mucus production, which drew more bacteria for better colonization of the host intestinal surface (Rothenbacher and Zhu, 2014). VCC was a membrane-damaging protein toxin with potent cytolytic/cytotoxic activity against a wide range of eukaryotic cells (Kathuria and Chattopadhyay, 2018), while OmpU was a key adhesion protein and an important virulence factor for the successful colonization of Vibrio species into the host (Ganie et al., 2021). Therefore, the identification of virulence determinants in non-O1/O139 V. cholerae isolates is imperative to ensure food safety systems and human health.

Several types of secretory systems have been identified in pathogenic bacteria (Ratner et al., 2017). Secreted proteins play very important roles in bacterial signaling, cell to cell communication, and survival in the environment and hosts (Stastna and Van Eyk, 2012). For instance, cholera toxin (CT), a major toxin of V. cholerae, is secreted by a Type II secretory system (T2SS) (Rasti and Brown, 2019). V. cholerae AM-19226 that lacks CT and toxin coregulated pilus (TCP), a type IV pilus required for V. cholerae pathogenesis, can cause enterotoxicity by T3SS pathogenic islands similar to that in pathogenic Vibrio parahaemolyticus (Megli and Taylor, 2013; Rivera-Cancel and Orth, 2017). Bacterial Type VI secretory system (T6SS) can also secret virulence factors (Miller, 2013), such as a hemolysin co-regulatory protein (Hcp) and a valine-glycine repeat protein G (VgrG) (Li et al., 2019). For example, three VgrG alleles have been reported in V. cholerae: VgrG-1 exhibited actin cross-linking activity with cytotoxic effect on eukaryotic cells; VgrG-2 was essential in regulating bacterial movement and biofilm formation; and VgrG-3 showed an antibacterial function by hydrolyzing cell wall of Gram-negative bacteria (Sha et al., 2013; Arteaga et al., 2020).

Two-dimensional gel electrophoresis (2D-GE) is one of the most versatile and widely used techniques to study the proteomics of a biological system (Meleady, 2018). The combination of 2D-GE with liquid chromatography-tandem mass spectrometry (LC-MS/MS) can provide basic information from protein identity to sample heterogeneity analysis. For instance, Mir et al. identified 150 differentially regulated proteins of virulent Salmonella enterica serovar Typhi in a model host of Caenorhabditis elegans using 2D-GE analysis (Mir et al., 2021). Monteiro et al. (2016) identified several differential cytoplasmic proteins between drug-resistant Escherichia coli 5A, 10A, 12A, and 23B strains and non-resistant E. coli L137 using 2D-GE combined with MS analysis, including a beta-lactamase Tem, an outer membrane protein A, and a beta-lactamase Toho-2. Zhu et al. (2020) obtained secretomes of 12 V. parahaemolyticus isolates and identified 8 virulence-associated proteins using 2D-GE and LC-MS/MS techniques, including a superoxide dismutase, a maltoporin, an outer membrane channel TolC, an enolase, an elongation factor Tu, a polar flagellin B/D, a transaldolase, and a flagellin C. Recently, Shan et al. (2021) determined secretomes and proteomes of 20 V. cholerae isolates by 2D-GE and LC-MS/MS analyses, and identified 11 extracellular and 22 intracellular virulence-associated proteins.

In our previous studies, 2D-GE conditions have been optimized recently (Zhu et al., 2020). Secretomes of V. parahaemolyticus isolates recovered from 12 species of edible aquatic animals were characterized, and differentially secreted proteins were identified using 2D-GE and LC-MS/MS techniques (Zhu et al., 2020). China is the largest producer, exporter, and consumer of aquatic products worldwide. The total aquatic product output was ~65,490,200 tons in China in 2020, which accounted for nearly 60% of the world's total output (National Bureau of Statistics, http://www.stats.gov.cn/, accessed on 20 August 2021). Recently, several V. cholerae isolates were recovered from 36 species of edible aquatic animals and identified by our research group (Chen et al., 2021). Secretomes and proteomes of 20 V. cholerae isolates incubated in the routine trypsin soybean broth (TSB) medium were determined using 2D-GE and LC-MS/MS techniques (Shan et al., 2021). Based on our previous studies, we, therefore, asked whether various aquatic product matrices could affect the survival and pathogenicity of V. cholerae isolates of aquatic animal origins. Thus, the major objectives of this study were: (1) to determine the growth of eleven non-O1/O139 V. cholerae isolates in eight types of commonly consumed fish and shellfish matrix media; (2) to employ 2D-GE and LC-MS/MS techniques to obtain secretomes and proteomes of these V. cholerae isolates when incubated in the matrix media; and (3) to identify virulence- and resistance-associated proteins of the V. cholerae isolates induced by the matrices. To the best of our knowledge, this study was the first to investigate the impact of various aquatic animal matrices on the survival, secretomes, and proteomes of V. cholerae isolates. The results of this study will support the increased demand for new vaccine targets for food safety control of V. cholerae contamination in edible aquatic animals.

 Materials and Methods <italic>V. cholerae</italic> Isolates and Culture Conditions

The non-O1/O139 V. cholerae strains used in this study (Table 1) were isolated and characterized by Su and Chen (2020), and stored at −80°C freezer in our laboratory at Shanghai Ocean University, Shanghai, China. V. cholerae isolates (Table 1) were inoculated in TSB (Beijing Luqiao Technology Co., Ltd., Beijing, China) (pH 8.5, 3% of NaCl) or aquatic product matrix media (see below), and incubated at 37°C, respectively. Growth curves of V. cholerae isolates were determined using Bioscreen Automatic Growth Curve Analyzer (BioTek Instruments, Inc., Winooski, VT, USA). Bacterial cells grown to the mid-logarithmic phase without shaking were collected by centrifugation for extracellular protein extraction, or to the late logarithmic phase shaking at 180 rpm for intracellular protein extraction as described previously (Zhu et al., 2020).

The V. cholerae isolates and aquatic product matrices used in this study.

V. cholerae isolate Aquatic product matrix
Species of aquatic animal Common name Type of aquatic product
b9-50 Mactra antiquata Triangular clam Shellfish
B1-31 Parabramis pekinensis Bream Fish
B8-16 Parabramis pekinensis Bream Fish
J9-62 Carassius auratus Crucian carp Fish
L10-6 Aristichthys nobilis Silver carp Fish
N3-6 Paphia undulata Corrugated buffy clam Shellfish
N4-21 Perna viridis Mussel Shellfish
N8-56 Mactra quadrangularis Deshayes Clam Shellfish
N8-88 Mactra quadrangularis Deshayes Clam Shellfish
Q6-10 Ctenopharyngodon idellus Grass carp Fish
Q10-54 Ctenopharyngodon idellus Grass carp Fish
Preparation of Aquatic Product Matrix Media

The eight species of edible aquatic animals included 4 species of fish: Aristichthys nobilis, Carassius auratus, Ctenopharyngodon idellus, and Parabramis pekinensis; and 4 species of shellfish: Mactra antiquata, Mactra quadrangularis Deshayes, Perna viridis, and Paphia undulata (Table 1). The fresh aquatic animals were sampled from Shanghai Luchao Port Aquatic Market (30°51′40.21″ N, 121°50′48.40″ E) in Shanghai, China in March and May of 2021. The samples were collected in sterile sealed bags (Nanjing Maojie Microbial Technology Co., Ltd., Nanjing, China), and immediately packed in iceboxes (700 × 440 × 390 mm) and transferred to the laboratory at Shanghai Ocean University for analysis.

Aquatic product matrix media were prepared according to the method described by Wang et al. (2017) with minor modifications. Briefly, aliquots of 200 g (wet weight) of fish meat samples (fish skin was removed) were cut into 2 × 2 × 2 cm pieces using sterile knives, while ~100 g (wet weight) of shellfish meat samples (shell was removed) were washed with sterile water. The processed samples were collected in sterile sealed plastic bags (Maojie, Nanjing, China), and stored at −20°C for 4 days. Subsequently, the samples were transferred to 4°C for 3 days to collect the matrix leach solution. After freezing and thawing twice, the collected matrix leach solution was centrifuged at 10,000 g for 20 min at 4°C, and the supernatant was filtered through a.22-μm-pore membrane filter (Millipore, Bedford, MA, USA). The sterile filtrate derived from each of the eight types of aquatic animal samples was stored at −80°C and used as matrix media (Table 1). The matrix leaching rate was calculated by the percentage of leaching solution mass to the processed sample mass. All tests were performed in triplicates.

 Measurement of Crude Protein, Carbohydrate, and Fat Components

Protein concentrations of the matrix media were measured using Bradford Protein Assay Kit (Shanghai Sangon Biological Engineering Technology and Service Co., Ltd., Shanghai, China) according to the manufacturer's instructions, and serum albumin was used as the standard protein. Crude fat contents were determined using Automatic Soxhlet Fat Extraction System (Gerhardt, Bonn, Germany) (Shin et al., 2013). Carbohydrate contents were measured by the phenol–sulfuric acid method using Synergy 2 Multifunctional Microplate Reader (BioTek, Maricopa, USA) (Albalasmeh et al., 2013). The pH was measured using an electronic pH meter (Mettler Toledo FiveEasy Plus, Shanghai, China). All tests were performed in triplicates.

 2D-GE Analysis

Extracellular proteins of the V. cholerae isolates were extracted according to the method described previously (Zhu et al., 2020). Intracellular proteins were extracted using Bacterial Protein Extraction Kit (Sangon, Shanghai, China) containing protease inhibitors, following the manufacturer's instructions.

The 2D-GE analysis was performed according to the method described previously (Zhu et al., 2020) with minor modifications: a 200 μL of pyrolysis buffer, including 8-M urea (Sangon, Shanghai, China), 4% (wt/vol) 3-[3-cholamidopropylldimethylammono-1-prosulfonate] (CHAPS, Sangon, Shanghai, China), 65-mM disulfide threitol (DTT, Sangon, Shanghai, China), and 2% (vol/vol) of Bio-Lyte 3/10 ampholyte (Bio-Rad Laboratories Inc, Hercules, CA, USA), was added into 20 μL/μg of extracellular protein sample. The undissolved residues were removed by centrifugation at 12,000 g for 15 min at 4°C. Isoelectric focusing (IEF) was performed using immobilized pH gradient (IPG) gels (pH 4–7, 7 cm; Bio-Rad, Hercules, USA), on which a 150 μL of the sample was loaded.

After hydration, IEF and SDS-PAGE analyses, the gels were stained using Protein Stains K (Sangon, Shanghai, China) according to the manufacturer's instructions. Silver-stained gels were scanned, and protein spot detection, matching, and quantitative intensity analysis were performed using PDQuest Advanced 8.0.1 software (Bio-RAD, Hercules, USA), as described previously (Zhu et al., 2020; Shan et al., 2021).

 LC-MS/MS Analysis

The LC-MS/MS analysis was carried out at HooGen Biotech, Shanghai, China using Q Executive Mass Spectrometer (Thermo Fisher Scientific (TFS), Waltham, MA, USA) coupled with Easy nLC 1200 Chromatography System with the same parameters described previously (Zhu et al., 2020). The automated peptide identification using UniProt V. cholerae 89344 20210707 databases (download in July 2021) in Mascot version 2.2 server (Matrix Science, London, United Kingdom), as described previously (Zhu et al., 2020; Shan et al., 2021).

 Comparative Genome Analysis

Draft genome sequences of the eleven V. cholerae isolates were determined in our previous research (Shan et al., 2021). Approximately 49,073 to 121,091 clean single reads were obtained, and the genome sequencing depth was 248.74-fold to 331.34-fold coverage (Shan et al., 2021). Comparative genomic analyses were carried out in this study. Virulence- and resistance-related genes, as well as transporter genes, were predicted using Diamond software (https://www.crystalimpact.de/diamond) against Virulence Factor Database of Bacterial (VFDB) (http://www.mgc.ac.cn/VFs/), Comprehensive Antibiotic Resistance Database (CARD) (http://arpcard.Mcmaster.ca), and Transporter Classification Database (TCDB) (http://www.tcdb.org/), respectively. Gene coding for proteins with signal peptides were predicted using signalP software (http://www.cbs.dtu.dk/services/SignalP), and transmembrane proteins were predicted using Tmhmm software (http://www.cbs.dtu.dk/services/TMHMM/). Prophage and CRISPR-Cas gene sequences were predicted using Phigaro (http://phage-finder.sourceforge.net/), and Minced (https://sourceforge.net/projects/minced/) software, respectively.

Genome circular maps of the eleven V. cholerae isolates were constructed based on the reference genome of V. cholerae MS6 (GenBank accession number: NZ_AP014524.1), which was retrieved from the Genome Database of National Center for Biotechnology Information (NCBI) (http://www.ncbi.nlm.nih.gov/genome). The Blastcluster software (http://www.ncbi.nlm.nih.gov/) was used for the pangenome analysis. Common and strain-specific genes were predicted using OrthoMCL software (http://orthomcl.org/common/downloads/software/).

 Quantitative Reverse Transcription-Polymerase Chain Reaction Assay

The qRT-PCR assay was performed according to the method described previously (Zhu et al., 2020). The 16S RNA was used as the internal reference gene (Zhu et al., 2020). All RT-PCRs were performed using CFX96 Real-Time PCR Detection System (Bio-Rad, Hercules, USA). In this study, all tests were performed in triplicate. The data were analyzed using SPSS statistical analysis software version 17.0 (SPSS Inc., Armonk, NY, USA).

 Results Genome Features of the Eleven <italic>V. cholerae</italic> Isolates Originating in Edible Aquatic Animals

Phenotypes of the eleven V. cholerae isolates were characterized (Su and Chen, 2020), which were recovered from eight species of commonly consumed fish and shellfish (Table 1). Draft genome sequences of these isolates ranged from 3,852,021 to 4,144,013 bp, with G+C contents from 47.37 to 47.7% (Shan et al., 2021). Remarkably, among the annotated 3,394–3,717 genes, ~524–559 were predicted as virulence-related genes against the VFDB in the eleven V. cholerae genomes, which referred to adhesion, invasion, damage of host cells and tissues, regulation of virulence, motility, biofilm formation, intracellular and extracellular survival, or nutrient acquisition (Webb and Kahler, 2008). Moreover, ~186–207 genes were predicted as resistance-related genes; ~322–347 genes coded for proteins with signal peptides; and 829–885 genes for transmembrane transporters in the eleven V. cholerae genomes. Additionally, several CRISPR-Cas repeat arrays (n = 2–6), and prophage gene clusters (n = 0–3), ranging from 9,415 to 33,111 bp, were identified (Supplementary Table S1), implying possible horizontal gene transfer during the genome evolution of these V. cholerae isolates. The genome circular maps of the eleven V. cholerae isolates were constructed (Figure 1).

Genome circular maps of the eleven V. cholerae isolates. (A,B) The larger and smaller chromosomes of the V. cholerae genomes, respectively. V. cholerae MS6 was used as a reference genome (GenBank accession number: NZ_AP014524.1). Circles from the inward to outside represented GC-skew (values more than zero in purple and less than zero in green), GC content, predicted protein-coding genes of the reference genome, and eleven V. cholerae genomes, respectively.

Comparative genomic analyses revealed that V. cholerae b9-50 isolate, originating from the shellfish M. antiquata, had the largest genome size (4,144,013 bp), whereas V. cholerae L10-6 isolate, from the fish A. nobilis, was the smallest (3,852,021 bp). The maximum number of virulence-related genes (n = 559) were identified in V. cholerae J9-62 isolate from the fish C. auratus, whereas V. cholerae Q6-10 isolate from the fish C. idellus had the minimum (n = 524). Interestingly, V. cholerae J9-62 also carried the maximum number of resistance-related genes (n = 207), while V. cholerae N3-6, N4-21, N8-88, and Q6-10 isolates, which originated from the shellfish P. undulata, P. viridis, M. quadrangularis Deshayes, and fish C. idellus, respectively, contained the minimum (n = 186). V. cholerae b9-50 genome carried 3 prophage gene clusters (total length of 61,553 bp), whereas none was identified in V. cholerae L10-6, and Q10-54 from the fish C. idellus.

Comparative genomic analyses also revealed 2,944 core genes shared by the eleven V. cholerae isolates. Approximately 4–286 strain-specific genes were identified (Figure 2). Notably, the highest number of strain-specific genes were identified in V. cholerae b9-50 (n = 286), whereas V. cholerae N8-88 contained the fewest (n = 4). Although a large number of the strain-specific genes in V. cholerae b9-50, B1-31, J9-62, L10-6, B8-16, Q10-54, and N8-56 genomes were predicted as unknown function in current databases, some of the functional genes were involved in bacterial virulence and resistance. For example, among the 286 strain-specific genes identified in V. cholerae b9-50 genome, approximately 57 of which matched the Gene Ontology (GO) database. Of these, 16 and 4 genes coded for virulence- and resistance-related proteins, respectively. Similarly, among the 200 strain-specific genes identified in V. cholerae B1-31 isolate originating from the fish P. pekinensis, ~44 of which matched the GO database. There were 9 and 3 genes coded for virulence- and resistance-related proteins, respectively. Conversely, only a few strain-specific genes were identified in V. cholerae N8-88, N3-6, N4-21, and Q6-10 genomes (n = 4–8).

Venn diagram of the identified core and strain-specific genes of the 11 V. cholerae genomes.

 Preparation of Eight Types of Aquatic Product Matrix Media

Leaching rates and initial pH values of 8 types of aquatic product matrix media were determined, and the results are shown in Figures 3A,B. After repeated the freezing and thawing of aquatic products twice at −20°C for 4 days and 4°C for 3 days, leaching rates of the 8-matrix media ranged from 18.68 to 28.06%, among which the highest one was observed from the shellfish M. antiquata matrix (28.06%), followed by the shellfish P. viridis (28.01%), and P. undulata (27.97%) matrices. Conversely, the leaching rate of the fish A. nobilis matrix was the lowest (18.68%), followed by the fish P. pekinensis (20.97%) and C. idellus (21.57%) matrices.

Leaching rate and initial pH values of the 8 types of aquatic product matrices. (A) Leaching rate. (B) Initial pH. Values were means ± S.D. of three parallel measurements.

As shown in Figure 3B, pH values of the 8-matrix media ranged from 7.09 to 7.60, among which the highest pH was observed from P. pekinensis matrix (pH 7.60), whereas the pH of M. quadrangularis Deshayes matrix was the lowest (pH 7.09).

 Key Components of Diverse Aquatic Product Matrix Media

Crude carbohydrate, protein, and fat components of the 8 types of aquatic product matrix media were determined, and the results are presented in Figures 4A–C. Carbohydrate contents of the 8-matrix media ranged from 0.17 to 0.83‰, among which the highest one was P. undulata (0.83‰), followed by M. quadrangularis Deshayes (0.82‰) matrix. Conversely, the carbohydrate content of C. idellus matrix medium was the lowest (0.17‰). In addition, in the 4 types of fish matrix media, A. nobilis matrix contained higher carbohydrate content (0.40‰) than the 3 others (0.17–0.29‰); in the 4 types of shellfish matrix media, P. undulata matrix had the highest carbohydrate content (0.83‰), whereas P. viridis matrix the lowest (0.29‰) (Figure 4A).

Carbohydrate, protein, and fat contents of the 8 types of aquatic product matrices. (A) Carbohydrate content. (B) Protein content. (C) Fat content. Values were means ± S.D. of three parallel measurements.

As shown in Figure 4B, protein concentrations of the 8-matrix media ranged from 14.66 to 31.49‰, among which the highest one was P. pekinensis matrix (31.49‰), followed by C. idellus (24.38‰), and M. quadrangularis Deshayes (23.67‰). Conversely, the protein content of M. antiquata matrix was the lowest (14.66‰), followed by P. undulata (14.74‰), and A. nobilis (20.14‰).

As shown in Figure 4C, notably, the fat content of M. quadrangularis Deshayes matrix was also the highest (0.61‰), whereas C. idellus matrix was the lowest (0.27‰) among the 8 types of aquatic product matrix media.

 Survival of the <italic>V. cholerae</italic> Isolates in Diverse Aquatic Product Matrix Media

As shown in Figures 5A–K, when compared with the routine TSB medium, the maximum biomass of 9 V. cholerae isolates (b9-50, J9-62, N8-56, N8-88, B1-31, B8-16, L10-6, Q6-10, and Q10-54) were extremely higher at the stationary phase (SP) when incubated in M. antiquata, C. auratus, M. quadrangularis Deshayes, P. pekinensis, A. nobilis, and C. idellus matrix media (p < 0.01) (Figures 5A–E,H–K). For example, the maximum biomass of V. cholerae b9-50 in M. antiquata matrix was ~1-fold higher at Log (10) colony forming unit (CFU)/mL than that in the TSB medium (Figure 5A). Similarly, the growth of V. cholerae N4-21 isolate in P. viridis matrix was also significantly vigorous compared with the TSB medium (p < 0.05) (Figure 5G). Additionally, the growth of V. cholerae N3-6 isolate in P. undulata matrix showed no significant difference from that in the TSB medium (p > 0.05) (Figure 5F).

Survival of the 11 V. cholerae isolates incubated in diverse aquatic product matrices and TSB medium at 37°C. (A–K) V. cholerae b9-50, B1-31, B8-16, J9-62, L10-6, N3-6, N4-21, N8-56, N8-88, Q6-10, and Q10-54 isolates, respectively.

 Distinct Secretomes of the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices

Secretomes of the eleven V. cholerae isolates that were incubated in the eight types of aquatic product matrices were obtained by 2D-GE analysis (Figures 6A–K). Secretomic patterns produced by 3 independent 2D-GE experiments of each isolate were consistent (Figures not shown). Comparative secretomic analysis revealed 74 differential extracellular proteins (marked with different red numbers, Figure 6), which were secreted by the V. cholerae isolates when grown in the matrices and TSB medium, respectively. Amino acid sequences of each of these extracellular proteins were further determined by LC-MS/MS analysis.

Secretomic profiles of the 11 V. cholerae isolates incubated in diverse aquatic product matrices and TSB medium at 37°C. (A–K) V. cholerae B1-31, B8-16, J9-62, L10-6, Q6-10, Q10-54, b9-50, N3-6, N4-21, N8-56, and N8-88 isolates were grown in the TSB medium at 37°C, respectively. (A2–K2) The V. cholerae isolates were grown in P. pekinensis, C. auratus, A. nobilis, C. idellus, M. antiquata, P. undulata, P. viridis, and M. quadrangularis Deshayes matrix media at 37°C, respectively.

Remarkably, V. cholerae b9-50, N3-6, N8-56, and N8-88 isolates, when grown in M. antiquata, P. undulata, and M. quadrangularis Deshayes (N8-56 and N8-88 isolates) matrices, respectively, secreted more extracellular proteins (n = 5 to 12) than those in the TSB medium. For example, V. cholerae N3-6 in P. undulata matrix secreted 12 more extracellular proteins than in the TSB medium. Conversely, V. cholerae B1-31, B8-16, J9-62, L10-6, Q6-10, and Q10-54 isolates, when incubated in P. pekinensis (B1-31 and B8-16 isolates), C. auratus, A. nobilis, and C. idellus (Q6-10 and Q10-54 isolates) matrices, respectively, secreted fewer extracellular proteins than those in the TSB medium (n = 1–14).

 Identification of Extracellular Proteins Secreted by the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices

Among the 74 identified extracellular proteins, 71 were classified into three main GO categories, including biological processes, cellular components, and molecular functions (Figure 7). Given that multiple biological functions can be assigned to a single identified protein, the most abundant GO function was the cellular process (77.46%, 55/71), followed by single-organism process (61.97%, 44/71), and catalytic activity (59.15%, 42/71). In contrast, the immune system process (1.41%, 1/71), detoxification (1.41%, 1/71), nucleic acid binding transcription factor activity (1.41%, 1/71), electron carrier activity (1.41%, 1/71), and antioxidant activity (1.41%, 1/71) showed the opposite patterns (Figure 7). Additionally, six identified extracellular proteins had no hit against the GO database.

Gene functional classification of differential extracellular proteins secreted by the V. cholerae isolates.

 Effects of Diverse Aquatic Product Matrices on Secretomes of the <italic>V. cholerae</italic> Isolates Effects of the Shellfish Matrices

The shellfish matrices highly increased extracellular protein secretion of V. cholerae b9-50, N3-6, N4-21, N8-56, and N8-88 isolates when grown in M. antiquata, P. undulata, P. viridis, and M. quadrangularis Deshayes (N8-56 and N8-88 isolates), respectively (Figure 6G2–K2).

For example, ~12 extracellular proteins were secreted by V. cholerae N3-6 when incubated in P. undulata matrix, including an antitoxin (Spot H2-1), a (ribosomal protein S18)-alanine N-acetyltransferase (Spot H2-6), a beta-lactamase family protein (Spot H2-7), a DNA-binding transcriptional regulator KdgR (Spot H2-9), a T2SS GspH family protein (Spot H2-10), an AAA family ATPase (Spot H2-11), a restriction endonuclease S subunit (Spot H2-12), and five unknown proteins (Spots H2-2, H2-3, H2-4, H2-5, and H2-8) (Figure 6H2). Notably, no extracellular protein was observed when V. cholerae N3-6 grown in the TSB medium (Figure 6H1).

Approximately 18 differential extracellular proteins were identified from secretomic profiles of V. cholerae N8-56 when incubated in M. quadrangularis Deshayes matrix and TSB medium, respectively. Among these, 12 extracellular proteins were secreted by V. cholerae N8-56 in M. quadrangularis Deshayes matrix, including an antitoxin (Spot J2-1), a (ribosomal protein S18)-alanine N-acetyltransferase (Spot J2-3), a beta-lactamase family protein (Spot J2-4), a malate dehydrogenase (Spot J2-5), an acetyltransferase (Spot J2-6), a copper homeostasis protein CutC (Spot J2-7), a transposase A (Spot J2-8), an ATP synthase subunit beta (Spot J2-9), a T2SS GspH family protein (Spot J2-10), a glycosyltransferase (Spot J2-11), a Type I restriction enzyme R protein (Spot J2-12), and an uncharacterized protein (Spot J2-2) (Figure 6J2). The other 6 extracellular proteins were secreted by V. cholerae N8-56 in the TSB medium, including a flagellar hook-associated protein FlgL (Spot J1-1), a chaperone protein DnaK (Spot J1-2), a bifunctional phosphoribosyl laminoimidazole carboxamide formyltransferase (Spot J1-3), an autonomous glycyl radical cofactor (Spot J1-4), a capsular polysaccharide synthesis CpsC (Spot J1-5), and an arginine ABC transporter (Spot J1-6) (Figure 6J1).

Approximately 14 differential extracellular proteins were identified from secretomic profiles of V. cholerae b9-50 grown in M. antiquata matrix and TSB medium, respectively. Among these, 10 extracellular proteins were secreted by V. cholerae b9-50 in M. antiquata matrix, including a chaperone protein DnaK (HSP70) (Spot G2-2), a GTP 3',8-cyclase (Spot G2-3), an aromatic amino acid aminotransferase (Spot G2-4), an AAA family ATPase (Spot G2-5), a DUF4435 domain-containing protein (Spot G2-6), a histidine kinase (Spot G2-7), a DNA sulfur modification protein DndD (Spot G2-8), a restriction endonuclease S subunit (Spot G2-9), an icmf-related protein (Spot G2-10), and an uncharacterized protein (Spot G2-1) (Figure 6G2). The other 4 extracellular proteins were secreted by V. cholerae b9-50 in the TSB medium, including a flagellar hook-associated protein FlgL (Spot G1-1), a bifunctional phosphoribosyl laminoimidazole carboxamide formyltransferase (Spot G1-2), a phosphoenolpyruvate carboxy kinase (Spot G1-3), and a thioredoxin reductase (Spot G1-4) (Figure 6G1).

Similarly, ~8 differential proteins were secreted by V. cholerae N8-88 when grown in M. quadrangularis Deshayes matrix (Figure 6K2), and 3 others in the TSB medium (Figure 6K1). V. cholerae N4-21 secreted 5, and 5 extracellular proteins in P. viridis matrix (Figure 6I2), and TSB medium (Figure 6I1), respectively.

 Effects of the Fish Matrices

The fish matrix media significantly reduced the numbers of extracellular proteins secreted by V. cholerae J9-62, L10-6, Q6-10 and Q10-54, B1-31 and B8-16 isolates when cultured in C. auratus, A. nobilis, C. idellus, and P. pekinensis metrices (Figure 6A2–F2).

For instance, approximately 17 differential extracellular proteins were identified from secretomic profiles of V. cholerae B8-16 when incubated in P. pekinensis matrix and TSB medium, respectively. Among these, 7 extracellular proteins were secreted by V. cholerae B8-16 in P. pekinensis matrix (Figure 6B2), including a ribosomal RNA large subunit methyltransferase I (Spot B2-1), a ribosomal-protein-alanine N-acetyltransferase (Spot B2-2), a basal-body rod modified protein FlgD (Spot B2-3), a CinA family protein (Spot B2-4), a dehalogenase/epoxide hydrolase (Spot B2-5), a uridine phosphorylase (Spot B2-6), and a DUF4435 domain-containing protein (Spot B2-7) (Figure 6B2). The other 10 extracellular proteins were secreted by V. cholerae B8-16 in the TSB medium, including a succinate-CoA ligase (ADP-forming) subunit alpha (Spot B1-1), a transaldolase (Spot B1-2), a glyceraldey-3-phosphate dehydrogenase (Spot B1-3), a beta-lactamase (Spot B1-4), a methionyl-tRNA formyltransferase (Spot B1-5), an alanine dehydrogenase (Spot B1-6), an oligopeptide ABC transporter (Spot B1-7), a S8 family peptidase (Spot B1-8), a sulfate ABC transporter substrate-binding protein (Spot B1-9), and a TRAP transporter substrate-binding protein (Spot B1-10) (Figure 6B1).

Approximately one restriction endonuclease S subunit (Spot C2-1) was secreted by V. cholerae J9-62 when grown in C. auratus matrix (Figure 6C2), whereas 13 extracellular proteins were secreted in the TSB medium, including a phosphate transcriptional regulatory protein PhoB (Spot C1-1), a transaldolase (Spot C1-3), a glyceraldehyde-3-phosphate dehydrogenase (Spot C1-4), an RRf2-linked NADH-flavin reductase (Spot C1-5), a trigger factor (Spot C1-6), a beta-lactamase (Spot C1-7), an ompU (Spot C1-8), a deoxyribose-phosphate aldolase (Spot C1-9), a chaperone protein DnaK (Spot C1-10), a cysteine synthase (Spot C1-11), a NAD-dependent malic enzyme (Spot C1-12), an oligopeptide ABC transporter (Spot C1-13), and an uncharacterized protein (Spot C1-2) (Figure 6C1).

Approximately 7 differential extracellular proteins were identified from secretomic profiles of V. cholerae L10-6 grown in A. nobilis matrix and TSB medium, respectively. Among these, 3 extracellular proteins were secreted in A. nobilis matrix, including a flagellin (Spot D2-1), a (ribosomal protein S18)-alanine N-acetyltransferase (Spot D2-2), and a T2SS GspH family protein (Spot D2-3) (Figure 6D2). The other 4 extracellular proteins were secreted by V. cholerae L10-6 in the TSB medium, including a phosphoenolpyruvate carboxykinase (Spot D1-1), a beta-lactamase (Spot D1-2), a bifunctional phosphoribosyl laminoimidazole carboxamide formyltransferase (Spot D1-3), and a hemagglutinin/proteinase (Spot D1-4) (Figure 6D1).

Similarly, approximately two extracellular proteins were secreted by V. cholerae Q10-54 grown in C. idellus matrix (Figure 6F2), and five in the TSB medium (Figure 6F1); one extracellular protein was secreted by V. cholerae B1-31 in P. pekinensis matrix (Figure 6A2), and five in the TSB medium (Figure 6A1); one was secreted by V. cholerae Q6-10 in C. idellus matrix (Figure 6E2), and 15 in the TSB medium (Figure 6E1).

 Common Extracellular Proteins Secreted by the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices

Among the 74 identified extracellular proteins, 5 were shared by some V. cholerae isolates grown in the aquatic product matrices, including a DUF4435 domain-containing protein (Spots B2-7, and G2-6), a restriction endonuclease S subunit (Spots C2-1, G2-9, and H2-12), a (ribosomal protein S18)-alanine N-acetyltransferase (Spots D2-2, H2-6, and J2-3), a T2SS-related protein (Spots D2-3, H2-10, J2-10, and K2-6), and a transposase A (Spots E2-1, F2-1, and J2-8) (Table 2). They were also common extracellular proteins secreted by the V. cholerae isolates when incubated in the fish matrices.

Common extracellular proteins secreted by the V. cholerae isolates grown in diverse aquatic product matrices.

Protein spot No. Uniprot No. Protein Gene Sequence coverage (%) MW (Da) PI Putative function V. cholerae isolate Matrix medium
B2-7, G2-6 A0A5C9HLL1 DUF4435 domain-containing protein FXF03_10765 1.66 34,867.78 6.90 –* B8-16, b9-50 P. pekinensis, M. antiquata
C2-1, G2-9, H2-12 D7HH59 Restriction endonuclease S subunit VCRC385_00007 1.14 49,618.55 7.02 DNA binding endonuclease activity, DNA modification, endonuclease, hydrolase J9-62, b9-50, N3-6 C. auratus, M. antiquata, P. undulata
D2-2, H2-6, J2-3 A0A544I569 [Ribosomal protein S18]-alanine N-acetyltransferase rimI 5.59 18,354.75 6.96 Acetylates the N-terminal alanine of ribosomal protein S18 L10-6, N3-6, N8-56 A. nobilis, P. undulata, M. quadrangularis Deshayes
D2-3, H2-10, J2-10, K2-6 A0A7X4TA57 T2SS GspH family protein FKR41_09995 2.34 27,737.67 7.76 –* L10-6, N3-6, N8-56, N8-88 A. nobilis, P. undulata, M. quadrangularis Deshayes, M. quadrangularis Deshayes
E2-1, F2-1, J2-8 A0A0D5XRR8 Transposase A tnpA 2.84 36,164.99 7.58 Involved in the transposition of the insertion sequence IS5 Q6-10, Q10-54, N8-56 C. idellus, C. idellus, M. quadrangularis Deshayes
H2-1, J2-1, K2-1 A0A544BM56 Antitoxin FLM02_20230 14.12 9,662.01 5.87 Antitoxin component of a type II toxin-antitoxin (TA) system N3-6, N8-56, N8-88 P. undulata, M. quadrangularis Deshayes, M. quadrangularis Deshayes
H2-3, I2-1, K2-3 A0A5Q6PCL1 Uncharacterized protein F0M16_21990 7.53 10,151.54 6.40 –* N3-6, N4-21, N8-88 P. undulata, P. viridis, M. quadrangularis Deshayes
H2-5, I2-2, J2-2, K2-4 A0A655VTX7 Uncharacterized protein ERS013193_01478 5.75 10,391.86 6.17 –* N3-6, N4-21, N8-56, N8-88 P. undulata, P. viridis, M. quadrangularis Deshayes, M. quadrangularis Deshayes
H2-7, J2-4, K2-5 A0A6M6J0P0 Beta-lactamase family protein HND97_11440 5.56 16,567.75 5.11 –* N3-6, N8-56, N8-88 P. undulata, M. quadrangularis Deshayes, M. quadrangularis Deshayes
H2-8, I2-3 A0A5Q6PIT6 Uncharacterized protein F0M16_11010 4.17 30,009.37 4.92 –* N3-6, N4-21 P. undulata, P. viridis
I2-4, J2-9 A5F459 ATP synthase subunit beta atpD 2.36 50,520.07 4.82 Produces ATP from ADP in the presence of a proton gradient across the membrane. The catalytic sites are hosted primarily by the beta subunits. N4-21, N8-56 P. viridis, M. quadrangularis Deshayes

, not detected.

Similarly, there were 6 extracellular proteins shared by some V. cholerae isolates when incubated in the shellfish matrices, including an antitoxin (Spots H2-1, J2-1, and K2-1), a beta-lactamase family protein (Spots H2-7, J2-4, and K2-5), an ATP synthase subunit beta (Spots I2-4, and J2-9), and 3 uncharacterized proteins (Spots H2-3, I2-1, K2-3, H2-5, I2-2, J2-2, K2-4, H2-8, and I2-3) (Table 2).

 Identification of Common and Differential Intracellular Proteins of the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices

A total of 8,119 intracellular proteins were identified from the eleven V. cholerae isolates when grown in the eight types of aquatic product matrix media by LC-MS/MS analysis. Comparative proteomic analyses revealed approximately 209 common intracellular proteins shared among the isolates, approximately 160 of which were classified into three major GO categories (Supplementary Figure S1A). Given that multiple biological functions could be assigned for single identified protein, the metabolic processes were most abundant (84.38%, 135/160), followed by cellular processes (82.50%, 132/160), and catalytic activity (75.63%, 121/160). Conversely, intracellular proteins in the developmental process (0.63%, 1/160), reproduction (0.63%, 1/160), and reproductive process (0.63%, 1/160) showed the opposite patterns (Supplementary Figure S1A).

Comparative proteomic analyses also revealed ~1,788 differential intracellular proteins among the V. cholerae isolates when grown in the matrices. Of these, 629 proteins were functionally classified into GO categories, whereas 1,159 proteins were unknown function in the V. cholerae isolates. The most abundant GO term of the differential intracellular proteins was the cellular process (81.08%, 510/629), followed by metabolic processes (78.06%, 491/629), and catalytic activity (70.27%, 442/629). The opposite patterns were membrane-enclosed lumen (0.16%, 1/629), reproduction (0.32%, 2/629), and reproductive process (0.32%, 2/629) (Supplementary Figure S1B).

Identification of Common and Differential Intracellular Proteins of the <italic>V. cholerae</italic> Isolates Grown in Fish Matrices

There were approximately 142 intracellular proteins shared by 6 V. cholerae isolates (B1-31, B8-16, J9-62, L10-6, Q6-10, and Q10-54) of the fish origins when grown in the fish P. pekinensis, C. auratus, A. nobilis, and C. idellus matrices, twelve of which showed no match against the GO database. Functional classification of the other 130 common intracellular proteins into GO categories is shown in Supplementary Figure S2A.

In addition, there were ~861 differential intracellular proteins produced by the 6 V. cholerae isolates grown in the fish matrices. Remarkably, approximately 457 of these proteins were unknown functions. Among the other 404 differential intracellular proteins, the most abundant category was the cellular process (84.65%, 342/404), followed by metabolic process (79.70%, 322/404), and catalytic activity (74.26%, 300/404) (Supplementary Figure S2B).

 Identification of Common and Differential Intracellular Proteins in the <italic>V. cholerae</italic> Isolates Grown in Shellfish Matrices

Comparative proteomic analyses also revealed ~229 intracellular proteins shared by 5 V. cholerae isolates (b9-50, N3-6, N4-21, N8-56, and N8-88) of the shellfish origins when grown in the shellfish M. antiquata, P. undulata, P. viridis, and M. quadrangularis Deshayes matrices. Approximately 31 of these proteins showed no match against the GO database. The most abundant GO category of the other 198 common proteins was the metabolic process (81.82%, 162/198), followed by cellular process (79.29%, 157/198), and catalytic activity (72.22%, 143/198) (Supplementary Figure S3A).

Similarly, there were 979 differential intracellular proteins produced by the 5 V. cholerae isolates grown in the shellfish matrices, approximately 469 of which showed no match against the GO database. The other 510 differential intracellular proteins were grouped into GO categories (Supplementary Figure S3B).

 Virulence-Associated Proteins of the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices Extracellular Virulence-Associated Proteins

Bacterial virulence is ‘the ability to enter, replicate within, and persist at host sites that are inaccessible to commensal species' (Falkow, 1991). Among the 74 identified extracellular proteins, several were involved in invasion, damage of host cells and tissues, or adhesion of pathogenic bacteria (Supplementary Table 3), e.g., an icmF-related protein (Spots G2-10), a T2SS GspH family protein (Spots D2-3, H2-10, J2-10, and K2-6), and a flagellin (Spots D2-1). Notably, V. cholerae b9-50 grown in M. antiquata matrix secreted more extracellular virulence-associated proteins (n = 3) than the other isolates. No such protein was found in secretomic profiles derived from V. cholerae B1-31, J9-62, Q6-10, and Q10-54 isolates when grown in M. antiquata, C. auratus, and C. idellus matrices.

 Intracellular Virulence-Associated Proteins

Among the 8,119 identified intracellular proteins, approximately 83 were directly or indirectly involved in the virulence of pathogenic bacteria, and those referred to adhesion, invasion, damage of host cells and tissues, and regulation of virulence are shown in Supplementary Table 3. Of these, ~41 were produced by 5 V. cholerae isolates (b9-50, N3-6, N4-21, N8-56, and N8-88) when cultured in the 4 types of shellfish matrices, e.g., a T6SS tip protein VgrG (Spots S592), a chemotaxis protein CheA (Spots S593), an autoinducer 2-binding periplasmic protein LuxP (Spots S596), a transcription elongation factor GreA (Spots S599), a phosphoglycerate kinase (Spots S606), and an Hcp family T6SS effector (Spots S621). Among these virulence-associated proteins, 9 were shared by the 5 V. cholerae of the shellfish origins, including an oligopeptide ABC transporter substrate-binding protein OppA (Spots s16; b9-50 and N3-6 isolates), an UTP-glucose-1-phosphate uridylyltransferase (Spots s53; b9-50 and N8-88 isolates), an endoribonuclease L-PSP (Spots s55; b9-50 and N4-21 isolates), an oligopeptide ABC transporter substrate-binding protein OppA (Spots s108; N4-21, N8-56, and N8-88 isolates), a pantothenate synthetase (PS) (Spots s146; N4-21, N8-56, and N8-88 isolates), a maltoporin (Spots s191; N4-21 and N8-56 isolates), a HlyD family secretion protein (Spots s217; N8-56 and N8-88 isolates), and two 50 S ribosomal protein L6 (Spots s34, and s219; b9-50, N3-6, N4-21, N8-56 and N8-88 isolates). Remarkably, V. cholerae N4-21 grown in P. viridis matrix produced the highest number of intracellular virulence-associated proteins (n = 36), consisted with the higher number of predicted virulence genes (n = 525) in its genome, whereas V. cholerae N3-6 grown in P. undulata matrix produced the fewest (n = 4).

Similarly, 38 intracellular virulence-associated proteins were produced by 6 V. cholerae isolates (B1-31, B8-16, J9-62, L10-6, Q6-10, and Q10-54) when incubated in the 4 types of fish matrices, e.g., a cyclic AMP receptor protein (Spots F263), a Tol-Pal system protein TolB (Spots F292), a protein-export protein SecB (Spots F491), a trigger factor (Spots F719), and a T1SS TolC (Spots F721) (Supplementary Table 3). Of these, 3 were shared by the isolates of the fish origins, including a peptidoglycan-associated lipoprotein (Spots f37; B1-31 and B8-16 isolates), a lactoylglutathione lyase (Spots f50; B1-31 and Q6-10 isolates), and a peptide deformylase (PDF) (Spots f51; B1-31 and J9-62 isolates). Notably, V. cholerae B8-16 grown in P. pekinensis matrix produced the maximum number of intracellular virulence-associated proteins (n = 33), consisted with higher predicted virulence genes (n = 536) in its genome. Conversely, V. cholerae L10-6 grown in A. nobilis matrix produced the minimum of such proteins (n = 6).

Additionally, a few intracellular virulence-associated proteins were shared by some V. cholerae isolates when incubated in the shellfish or fish matrices, including a 50S ribosomal subunit assembly factor BipA (Spots S119, S445, S797, F190, and F380), a glyceraldehyde-3-phosphate dehydrogenase (Spots S299, S573, S742, S898, F2, F54, F220, F652, and F709), and a Tol-Pal system protein TolB (Spots S443, S850, F292, and F691) (Supplementary Table 3).

 Antibiotic Resistance-Associated Proteins of the <italic>V. cholerae</italic> Isolates Grown in Diverse Aquatic Product Matrices Extracellular Resistance-Associated Proteins

Approximately 4 extracellular proteins involved in bacterial resistance were secreted by V. cholerae B8-16, N3-6, N8-56, and N8-88 isolates when grown in P. pekinensis, P. undulata, and M. quadrangularis Deshayes (N8-88 and N8-56 isolates), respectively. They included a ribosomal RNA large subunit methyltransferase I (Spots B2-1), a ribosomal-protein-alanine N-acetyltransferase (Spots B2-2), an antitoxin (Spots H2-1, J2-1, and K2-1), and a beta-lactamase family protein (Spots H2-7, J2-4, and K2-5) (Table 3).

Putative extracellular and intracellular resistance-associated proteins secreted and produced by the V. cholerae isolates grown in diverse aquatic product matrices.

Protein spot no. Uniprot no. Protein Gene Sequence coverage (%) MW (Da) PI Putative function V. cholerae isolate Matrix References
Putative extracellular resistance-associated proteins
B2-1 A0A655P0E0 Ribosomal RNA large subunit methyltransferase I rlmI 7.84 16,983.29 5.15 Methyltransferase, transferase S-adenosyl-L-methionine B8-16 P. pekinensis Takamatsu et al., 2018
B2-2 A0A7X4PHW6 Ribosomal-protein-alanine N-acetyltransferase rimI 5.59 18,293.56 6.18 -* B8-16 P. pekinensis Zheng et al., 2021
H2-1, J2-1, K2-1 A0A544BM56 Antitoxin FLM02_20230 14.12 9,662.01 5.87 Antitoxin component of a type II toxin-antitoxin (TA) system N3-6, N8-56, N8-88 P. undulata, M. quadrangularis Deshayes, M. quadrangularis Deshayes Harms et al., 2018
H2-7, J2-4, K2-5 A0A6M6J0P0 Beta-lactamase family protein HND97_11440 5.56 16,567.75 5.11 –* N3-6, N8-56, N8-88 P. undulata, M. quadrangularis Deshayes, M. quadrangularis Deshayes White et al., 2017
Putative intracellular resistance-associated proteins
T119 C3LSH1 50S ribosomal subunit assembly factor BipA typA 14.78 67,184.73 5.15 Hydrolase, rRNA-binding, tRNA-binding, ribosome biogenesis, GTP-binding, nucleotide-binding b9-50 M. antiquata Gibbs and Fredrick, 2018
D190 A0A0H3Q4Q0 50S ribosomal subunit assembly factor BipA bipA 13.03 67,770.44 5.19 Hydrolase, rRNA-binding, tRNA-binding, ribosome biogenesis, GTP-binding, nucleotide-binding B8-16 P. pekinensis Goh et al., 2021
D380 A0A0H3AMD9 50S ribosomal subunit assembly factor BipA typA 19.38 67,184.73 5.15 Hydrolase, rRNA-binding, tRNA-binding, ribosome biogenesis, GTP-binding, nucleotide-binding J9-62 C. auratus Goh et al., 2021
T445 A0A0H6M3P6 50S ribosomal subunit assembly factor BipA typA 24.96 67,184.73 5.15 Hydrolase, rRNA-binding, tRNA-binding, ribosome biogenesis, GTP-binding, nucleotide-binding N4-21 P. viridis Gibbs and Fredrick, 2018
T797 A0A0H6M3P6 50S ribosomal subunit assembly factor BipA typA 20.69 67,184.73 5.15 Hydrolase, rRNA-binding, tRNA-binding, ribosome biogenesis, GTP-binding, nucleotide-binding N8-56 M. quadrangularis Deshayes Gibbs and Fredrick, 2018
T250 A0A0H3Q0Q0 Outer membrane protein A VCE_003505 16.82 34,285.06 5.07 Porin, ion transport, transport b9-50 M. antiquata Nie et al., 2020
T388 A0A5C2AX76 ABC transporter substrate-binding protein F0315_04640 53.67 57,654.91 5.45 transmembrane transport N4-21 P. viridis Cassio Barreto De Oliveira and Balan, 2020
T490 A0A1X1LFL9 ABC transporter substrate-binding protein FKR41_00850 FXE88_12515 39.24 37,677.27 6.25 –* N4-21 P. viridis Cassio Barreto De Oliveira and Balan, 2020
T549 A0A085Q5T2 Amino acid ABC transporter substrate-binding protein argT 35.27 28,465.22 5.49 Amino-acid transport, transport N4-21 P. viridis Cassio Barreto De Oliveira and Balan, 2020
T446 A0A5C2B0D9 TolC family outer membrane protein F0315_11715 32.72 48,555.57 4.97 Transport N4-21 P. viridis Pattanayak et al., 2021
T606 C3LRZ4 Phosphoglycerate kinase pgk 25.00 41,564.35 4.96 Kinase, transferase, glycolysis, ATP-binding, nucleotide-binding N4-21 P. viridis Zhu et al., 2020
T750 A0A085TAV8 Phosphoglycerate kinase pgk 74.94 40,978.63 4.91 Kinase, transferase, glycolysis, ATP-binding, nucleotide-binding N8-56 M. quadrangularis Deshayes Zhu et al., 2020
D205 C3LS33 Protein RecA recA 20.63 45,183.07 5.72 DNA-binding, DNA damage, DNA recombination, DNA repair, SOS response, ATP-binding, nucleotide-binding B8-16 P. pekinensis Pavlopoulou, 2018
D540 A0A5B1BZP8 Signal peptide peptidase SppA sppA 8.77 67,082.67 5.00 –* J9-62 C. auratus Henriques et al., 2020

, not detected.

 Intracellular Resistance-Associated Proteins

Similarly, approximately 8 intracellular proteins involved in bacterial resistance were identified (Table 3). Of these, 6 were produced by V. cholerae b9-50, N4-21, and N8-56 isolates when grown in the shellfish M. antiquata, P. viridis, and M. quadrangularis Deshayes matrices, respectively, including a 50 S ribosomal subunit assembly factor BipA (Spots T119, T445, and T797), an Omp A (Spots T250), an ABC transporter substrate-binding protein (Spots T388, and T490), an amino acid ABC transporter substrate-binding protein (Spots T549), a phosphoglycerate kinase (Spots T606, and T750), and a TolC family outer membrane protein (Spots T446).

The V. cholerae B8-16, and J9-62 isolates grown in the fish P. pekinnensis, and C. auratus matrices, respectively, produced 3 resistance-associated proteins, including a protein RecA (Spots D205), a signal peptide peptidase SppA (Spots D540), and a 50S ribosomal subunit assembly factor BipA (Spots D190, and D380). The latter was also expressed by the V. cholerae isolates grown in the shellfish matrices.

Notably, V. cholerae N4-21 grown in P. viridis matrix produced the highest number of intracellular resistance-associated proteins (n = 5), whereas none was identified from V. cholerae N3-6, N8-88, B1-31, L10-6, Q6-10, and Q10-54 isolates when incubated in their corresponding matrices.

 Effects of Diverse Aquatic Product Matrices on Virulence- and Resistance-Associated Proteins Produced by the <italic>V. cholerae</italic> Isolates

Distinct secretomes and proteomes of the eleven V. cholerae isolates were induced by the eight types of aquatic animal matrices. When incubated in the TSB medium, only 7 virulence- and 5 resistance-associated extracellular proteins were secreted by these isolates (Shan et al., 2021). Nevertheless, when grown in the aquatic product matrices, 2 additional virulence-associated extracellular proteins were identified. Meanwhile, remarkably, there were 61 additional virulence-associated intracellular proteins were expressed by the V. cholerae isolates, which were absent from their proteomes derived from the TSB medium.

To confirm the identified proteins by 2D-GE and LC-MS/MS analyses, qRT-PCR assay was performed to detect the expression of randomly chosen differential proteins. The obtained data were generally consistent with those by the secretomic and proteomic analyses in this study (Supplementary Table S2).

 Discussion

The V. cholerae has been isolated from many species of aquatic animals (Xu et al., 2019; Chen et al., 2021). In China, freshwater fish production was 25,863,823 tons in 2020 (National Bureau of Statistics, http://www.stats.gov.cn/, accessed on 20 August 2021), and contributed importantly to China's fishery production, the top four famous species of which included C. idellus, A. nobilis, C. auratus, and P. pekinensis. The shellfish production was 14,800,800 tons in 2020 in China, and the main species included M. antiquata, M. quadrangularis Deshayes, P. undulata, and P. viridis. Identification of risk factors in V. cholerae of aquatic product origins is crucial for assuring food safety systems, particularly in developing nations (Chen and Alali, 2018). To the best of our knowledge, this study was the first to determine the survival of V. cholerae isolates in the commonly consumed fish and shellfish matrices. Our results revealed that the 8 types of fish and shellfish matrices (except P. undulata) highly increased the biomass of the eleven V. cholerae isolates, when compared with the routine TSB medium, indicating that the matrices benefited the persistence of V. cholerae in the edible aquatic animals.

Based on the obtained draft genomes in our previous research (Shan et al., 2021), comparative genomic analyses demonstrated considerable genome variation among the V. cholerae isolates. Approximately putative 524–559 virulence-related genes, and 186–207 resistance-related genes were predicted in the eleven V. cholerae genomes. Balakhonov et al. (2015) reported 7 virulence genes and 60 antibiotic resistance genes in the draft genome of V. cholerae El Tor O1 N16961. Verma et al. (2019) identified 117 virulence genes in V. cholerae IDH06781 genome. Compared with the previous reports (Balakhonov et al., 2015; Verma et al., 2019), in this study, the eleven V. cholerae isolates of aquatic animal origins carried more virulence- and resistance-associated genes, which was consistent with their resistance phenotypes to multiple antibiotic drugs and heavy metals (Shan et al., 2021).

In this study, comparative secretomic analyses revealed several extracellular virulence-associated proteins secreted by the V. cholerae isolates when grown in the aquatic product matrices, most of which were different from those in the TSB medium (Shan et al., 2021). Moreover, they were specifically secreted by the V. cholerae isolates in different matrices. For example, the T2SS-related GspH family protein (Spots D2-3, H2-10, J2-10, and K2-6) was secreted by V. cholerae L10-6, N3-6, N8-56, and N8-88 isolates when incubated in A. nobilis, P. undulata, M. quadrangularis Deshayes, and M. quadrangularis Deshayes matrices, respectively. This protein can enhance the adhesion and motility of Pseudomonas aeruginosa (Nguyen et al., 2015). In this study, another T2SS-related icmF protein (Spot G2-10) was secreted by V. cholerae b9-50 grown in M. antiquata matrix. It has been reported that the icmF was involved in motion, adhesion, and conjugation in V. cholerae (Zusman et al., 2004). The chaperone protein Dnak (Spot G2-2), secreted by V. cholerae b9-50 in M. antiquata matrix, played a critical role in maintaining intracellular protein homeostasis and protecting cells from toxic stress in E. coli (Zuiderweg et al., 2017; Zwirowski et al., 2017). The flagellin (Spot D2-1), secreted by V. cholerae L10-6 and Q10-54 in A. nobilis and C. idellus matrices, respectively, was a key subunit protein of flagella and was convinced as a virulence factor that contributes to host cell adhesion and invasion (Hajam et al., 2017). This virulence-related protein was also secreted by the V. cholerae isolates when cultured in TSB medium.

Interestingly, the antitoxins (Spots H2-1, J2-1, and K2-1) were secreted by some V. cholerae isolates when incubated in the shellfish matrices. In bacteria, toxin-antitoxin (T-A) systems can mediate cellular response to external stress by initiating processes, such as biofilm formation and programmed cell death (Álvarez et al., 2020). Recently, Janczak et al. reported that chromosomal localization of PemIK toxin-antitoxin system resulted in the loss of toxicity-characterization of pemIK (Sa1)-Sp from Staphylococcus pseudintermedius. The pemIK(Sa1)-Sp was homologous to the plasmid-encoded, highly toxic PemIKSa TA system in pathogenic Staphylococcus aureus (Janczak et al., 2020). The functionality of type II T-A systems of Gram-positive, strictly anaerobic, spore-forming pathogen Clostridioides difficile R20291 in human intestine has also been evaluated, of which MazEF and RelBE systems were functional in a heterologous expression system, and their corresponding toxins possessed an endoribonuclease activity (Álvarez et al., 2020).

In this study, comparative proteomic analyses revealed 83 putative intracellular virulence-associated proteins produced by the V. cholerae isolates when grown in diverse aquatic product matrices. Adhesion to host cells was necessary for pathogens to invade and persist in host epithelial and immune cells (Huang et al., 2019). In this study, adhesion-related virulence factors were produced by the V. cholerae isolates. For example, the OmpA (Spots S347), expressed by V. cholerae N3-6 in P. undulata matrix, was a key virulence factor mediating bacterial biofilm formation, eukaryotic cell infection, antibiotic resistance, and adherence to host cells in pathogenic Acinetobacter baumannii (Nie et al., 2020). Valeru et al. (2014) reported a regulating rule for OmpA in survival of V. cholerae and outer membrane vesicles as a potent virulence factor for this bacterium toward eukaryotes in the environment.

Bacterial chemotactic system is a typical coupling protein-dependent signal transduction system and plays a key role in bacterial colonization and pathogenicity (Huang et al., 2019; Korolik, 2019). In this study, chemotaxis proteins CheW (Spots S219) and CheY (Spots S221) were expressed by V. cholerae b9-50 grown in M. antiquata matrix; CheA (Spots S593) expressed by V. cholerae N4-21 in P. viridis matrix; and a 3'3'-CGAMP-specific phosphodiesterase 2 (Spots S629) expressed by V. cholerae N4-21 in P. viridis matrix. The latter was initially identified in the seventh epidemic V. cholerae and involved in effective intestinal colonization and chemotactic regulation (Deng et al., 2018).

Secretion systems-associated proteins were also expressed by the V. cholerae isolates when grown in diverse aquatic product matrices. For example, the T6SS-related VgrG (Spots S592, and S714) was expressed by V. cholerae N4-21 when grown in P. viridis matrix; Hcp (Spots S621, and S865) expressed by V. cholerae N4-21 and N8-56 isolates in P. viridis and M. quadrangularis Deshayes matrices, respectively; and icmF (Spots S887) produced by V. cholerae N8-56 in M. quadrangularis Deshayes matrix. The outer membrane protein TolC of T1SS (Spots F721), expressed by V. cholerae Q10-54 in C. idellus matrix, was involved in the transmission of virulence factors to host cells (Kopping et al., 2019). The Tol-Pal system protein TolB (Spots F292, F691, S443 and S850), expressed by V. cholerae B8-16, Q6-10, N4-21, and N8-56 in P. pekinensis, C. idellus, P. viridis, and M. quadrangularis Deshayes matrices, respectively, played a crucial role in bacterial adhesion and secretion (Hirakawa et al., 2020).

Virulence factors involved in invading and persisting in host cells were also identified in the V. cholerae isolates when incubated in the aquatic product matrices. For example, the DNA-binding protein HU (Spots S280), expressed by V. cholerae b9-50 in M. antiquata matrix, can regulate many cellular processes and the pathogenesis of bacteria, such as survival, stress response, virulence gene expression, and cell division (Martínez et al., 2015; Stojkova et al., 2019). The peptidase B, expressed by 6 V. cholerae isolates of the fish origins, was the main virulence factor in Leishmania spp. (Beyzay et al., 2017; Yao, 2020). The cyclic AMP receptor protein (Spots F263), expressed by V. cholerae B8-16 in P. pekinensis matrix, was an important transcription regulator of Yersinia pestis through direct or indirect mechanisms to regulate virulence and metal acquisition (Ritzert et al., 2019). Manneh-Roussel et al. (2018) reported that the cAMP receptor protein controled V. cholerae gene expression in response to host colonization. The hemolysin protein (Spots F527), expressed by V. cholerae J9-62 in C. auratus matrix, was considered as an important toxic factor of S. aureus, and V. cholerae toxicity (Liu et al., 2020; Wang et al., 2022).

Previous studies have indicated that virulence of marine pathogens was regulated by environmental stress conditions. For example, Zhou et al. recently revealed the role of pivotal virulence regulator ToxR in switching on the viable, but non-culturable state by sensing unfavorable environmental signals such as endogenous reactive oxygen species (hydrogen peroxide, H2O2) in Vibrio alginolyticus, which infects humans and aquatic animals causing severe economic losses (Zhou et al., 2022). Yin et al. (2021) provided evidence for putative roles of two (p)ppGpp synthetase genes (relA and spoT) attributing environmental adaption and virulence regulation in V. alginolyticus. A lipid II flippase MviN was found to mediate the regulation of environmental osmotic pressure on esrB of the EsrA-EsrB two-component system to control the virulence in the marine fish pathogen Edwardsiella piscicida (Yin et al., 2020b). Shao et al. also found that the interplay between ferric uptake regulator Fur and horizontally acquired virulence regulator EsrB coordinated virulence gene expression in E. piscicida (Shao et al., 2021). A leucyl aminopeptidase PepA was found to bind to and negatively regulate esrB to control virulence in E. piscicida (Yin et al., 2020a). Additionally, Buchad and Nair (2021) reported a new mechanism in which small RNA (sRNA) SprX modulated S. aureus pathogenicity by regulating the regulator WalR of autolysins (Buchad and Nair, 2021). In this study, the aquatic product matrices possibly mediated environmental nutritional and/or osmotic pressure changes, which induced extracellular and intracellular virulence-associated proteins secretion and production in the V. cholerae isolates.

In this study, comparative secretomic and proteomic analyses also revealed extracellular and intracellular resistance-associated proteins in the V. cholerae isolates when incubated in the aquatic product matrix media, indicating different molecular strategies, by which these isolates were resistant to antimicrobial drugs. For example, the beta-lactamase family protein (Spots H2-7, J2-4, and K2-5), secreted by V. cholerae N3-6, N8-56, and N8-88 isolates in P. undulata, and M. quadrangularis Deshayes matrices, played a key role in bacterial resistance to antibiotics (White et al., 2017). The ribosomal RNA large subunit methyltransferase I (Spots B2-1) was secreted by V. cholerae B8-16 in P. pekinensis matrix. Deletion of this methyltransferase I resulted in the increased susceptibility of Melissococcus plutonius to mirosamicin antibiotics (Takamatsu et al., 2018). On the other hand, the ABC transporter substrate binding protein (Spots T388, T490, and T549) was produced by V. cholerae N4-21 when grown in P. viridis matrix, which participated in cell detoxification, antibiotic, and drug efflux in M. tuberculosis and greatly affected the survival and development of many drug-resistant strains (Cassio Barreto De Oliveira and Balan, 2020). Moreover, the TolC family outer membrane protein (Spots T446), produced by V. cholerae N4-21 in P. viridis matrix, was present in many pathogenic Gram-negative bacteria, including V. cholerae, E. coli, and P. aeruginosa, and formed an outer membrane channel that removed drugs and toxins from cells (Leong et al., 2014; Pattanayak et al., 2021). The BipA (Spots T119, T445, T797, D190 and D380) was expressed by V. cholerae b9-50, N4-21 and N8-56, and B8-16 and J9-62 isolates, which played an important role for virulence, antimicrobial resistance, and biofilm formation in P. aeruginosa (Gibbs and Fredrick, 2018). The SppA (Spots D540), expressed by V. cholerae J9-62 in C. auratus matrix, was originally described as a signal peptide peptidase, and later shown to be resistant to lantibiotics (Henriques et al., 2020).

Overall, this study was the first to investigate the impact of commonly consumed aquatic animal matrices on the survival and pathogenicity of V. cholerae isolates. The growth of the V. cholerae isolates was highly enhanced when incubated in most matrices compared with the routine TSB medium. Distinct secretomes and proteomes of the eleven V. cholerae isolates were induced by diverse aquatic animal matrices. Comparative secretomic analyses revealed 74 differential extracellular proteins, including several putative virulence- and resistance-associated extracellular proteins in the V. cholerae isolates, when grown in the matrices. Meanwhile, comparative proteomic analyses revealed 83 intracellular virulence- and 8 intracellular resistance-associated proteins, of which 61 virulence-associated proteins were absent from proteomes of these isolates when grown in the TSB medium. Additionally, comparative genomic and proteomic analyses revealed a number of novel and strain-specific proteins with unknown function in the V. cholerae isolates. In future research, functions of these proteins together with the identified virulence- and resistance-associated proteins should be further investigated by cell and animal mode analysis. Taken together, the results in this study demonstrate that distinct secretomes and proteomes induced by the aquatic animal matrices facilitate V. cholerae persistence in the edible aquatic animals and enhance the pathogenicity of the leading waterborne pathogen worldwide.

 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 in the article/Supplementary Material.

 Author Contributions

LY, YJ, XP, SQ, and LC participated in the design and/or discussion of the study. LY carried out the experiments and drafted the original manuscript. BZ and YX participated in the data analysis. LC revised the manuscript. All authors read and approved the final version to be published.

 Funding

This study was supported by the grants from Shanghai Municipal Science and Technology Commission (No. 17050502200) and National Natural Science Foundation of China (No. 31671946).

 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.

 Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2022.896767/full#supplementary-material

Gene functional classification of common and differential intracellular proteins produced by the 11 V. cholerae isolates grown in the eight types of aquatic product matrices. (A) Common proteins. (B) Differential proteins.

Gene functional classification of common and differential intracellular proteins produced by 6 V. cholerae isolates grown in the four types of fish matrices. (A) Common proteins. (B) Differential proteins.

Gene functional classification of common and differential intracellular proteins produced by 5 V. cholerae isolates grown in the four types of shellfish matrices. (A) Common proteins. (B) Differential proteins.

The expression of several representative genes by the RT-PCR assay.

Genome features of the eleven V. cholerae isolates originating from eight species of aquatic animals.

The primers used in the qRT-PCR assay.

Putative extracellular and intracellular virulence-associated proteins secreted and produced by the V. cholerae isolates grown in diverse aquatic product matrices.

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