Cladodionen Is a Potential Quorum Sensing Inhibitor Against Pseudomonas aeruginosa.

Pseudomonas aeruginosa is an opportunistic pathogen using virulence factors and biofilm regulated by quorum sensing (QS) systems to infect patients and protect itself from environmental stress and antibiotics. Interfering with QS systems is a novel approach to combat P. aeruginosa infections without killing the bacteria, meaning that it is much harder for bacteria to develop drug resistance. A marine fungus Cladosporium sp. Z148 with anti-QS activity was obtained from Jiaozhou Bay, China. Cladodionen, a novel QS inhibitor, was isolated from the extracts of this fungus. Cladodionen had a better inhibitory effect than pyocyanin on the production of elastase and rhamnolipid. It also inhibited biofilm formation and motilities. The mRNA expressions of QS-related genes, including receptor proteins (lasR, rhlR and pqsR), autoinducer synthases (lasI, rhlI and pqsA) and virulence factors (lasB and rhlA) were down-regulated by cladodionen. Molecular docking analysis showed that cladodionen had better binding affinity to LasR and PqsR than natural ligands. Moreover, the binding affinity of cladodionen to LasR was higher than to PqsR. Cladodionen exhibits potential as a QS inhibitor against P. aeruginosa, and its structure–activity relationships should be further studied to illustrate the mode of action, optimize its structure and improve anti-QS activity.

There is a hierarchy QS network which plays a key role in the regulation of the expression of virulence genes and the formation of biofilms in P. aeruginosa [3]. At the top of the hierarchy QS network, the las system governs the expression of the other QS systems, including rhl, PQS and IQS, of P. aeruginosa [3]. As the second positive feedback loop, the rhl system is regulated not only by the las system, but also by the PQS system [4]. The PQS system is the third QS system mediated by quinolone signal molecules. The fourth QS system, IQS, could partially take over the functions of the las system under phosphate depletion stress conditions [5]. Many virulence factors that play an important role in the infection of P. aeruginosa are regulated by QS systems. Elastase and rhamnolipid are mainly regulated by the las and rhl systems, mediated by N-acyl homoserine lactones (AHLs) [6]. Pyocyanin is mainly regulated by the PQS system [7]. Biofilms are a common cause of persistent infections and are regulated by QS systems [8][9][10]. Therefore, QS inhibitors (QSI) present a promising alternative to manage P. aeruginosa infections by reducing virulence.
The LuxR-type receptor proteins LasR and RhlR are activated by AHLs, while the LysR-type transcriptional regulator PqsR is activated by quinolone signal molecules. To date, the crystal structure of RhlR has not been determined. Currently available crystal structures of LasR contain a ligand binding domain (LBD), which is highly soluble in the presence of N-(3-oxododecanoyl)-l-homoserine lactone (3-oxo-C12-HSL) [11]. The symmetrical dimer structure is essential for the LasR to exert its transcriptional regulatory activity, with each monomer exhibiting an α-β-α fold. Amino acid residues Tyr56, Ser129, Trp60 and Asp73 make H-bonds to 3-oxo-C12-HSL which are housed in a large hydrophobic pocket formed by 33 residues [11,12]. PqsR (MvfR) is a key component of alkyl-quinolone-dependent QS in P. aeruginosa [13]. The LBD of PqsR consists of two subdomains connected by an antiparallel β-sheet hinge region, with a large ligand binding pocket in which a native agonist 2-nonyl-4-quinolone (NHQ) is stabilized entirely by hydrophobic interactions [13,14]. Residues Leu189, Leu207, Leu208, Ala168, Ile149, Ile236, Tyr258, Ile186 and Val170 take part in the above hydrophobic interactions between PqsR and NHQ.
The marine environment accounts for about 95% of the biosphere in the world, and is the most abundant and diverse source of new drugs [15]. Marine fungi represent quite a diverse group and have huge potential for new natural products [16]. Considering the widespread interactions between bacteria and fungi, it is possible to find inhibitors against bacterial QS systems from secondary metabolites of marine fungi. Herein, we obtained marine fungus Cladosporium sp. Z148 with anti-QS activity from Jiaozhou Bay, China. The bioactive compound isolated from the secondary metabolites of this fungus was identified as cladodionen, a known natural product from Cladosporium and an inseparable hybrid polyketide of two E/Z geometric isomers [17][18][19]. The inhibitory effect of cladodionen on QS has not been reported; as such, the in vitro activity against QS systems of P. aeruginosa was evaluated in this study.

Screening of Fungi and Identification of Active Compound
A total of 235 strains of fungi were isolated from marine sediment collected in Jiaozhou Bay (China) (data not shown). The secondary metabolites of a marine fungus Z148 had inhibitory effects on QS ( Figure 1). TLC-bioautography exhibited a white site with Chromobacterium violaceum CV026 biosensor and a red site with P. aeruginosa QSIS-lasI biosensor. The two active sites were in the same positions, suggesting that it could be the same compound that inhibited the QS systems of two biosensors. Based on 18S rDNA sequence analysis, the strain was identified and named Cladosporium sp. Z148. the electrospray ionization mass spectrometry (ESIMS m/z 234.1 [M + H] ) and nuclear magnetic resonance (NMR) spectroscopic analyses (Figure S1,S2 and Table S1), the active compounds were identified as a pair of known isomers, cladodionen [17,18]. They were inseparable hybrid polyketide of two E/Z geometric isomers due to spontaneous and rapid isomerization between two forms ( Figure  S3). The purity of cladodionen from three subfractions (S.28-S.30) was more than 98% by HPLC analysis (70% MeOH/H2O) ( Figure S4). These subfractions were used to evaluate anti-QS activity against P. aeruginosa PAO1 in vitro.

Growth Curve Analysis
In order to eliminate the possibility that the decrease of bacterial population leads to the reduction of virulence factors production, the assay of virulence phenotypes should be carried out at subinhibitory concentrations. Therefore, a growth curve analysis was performed ( Figure 2). There was no difference in the growth dynamics of P. aeruginosa PAO1 between the control group and cladodionen-treated groups ranging from 100 μM to 400 μM.

Effects of Cladodionen on the Production of Virulence Factors
P. aeruginosa uses virulence factors to infect and cause disease in patients. Elastase is the most abundant protein in P. aeruginosa secretomes; it modulates ion transport, immune response and tissue repair. The genes coding for the synthesis of elastase are regulated by the las system [6,20]. The production of elastase decreased in a dose dependent manner when the bacterial cultures were incubated with cladodionen at 100-400 μM ( Figure 3A). Cladodionen inhibited the production of elastase by 35.7% at 400 μM. Pyocyanin, an extracellular redox active virulence factor of P. aeruginosa, exerts a pro-inflammatory effect and impairs ciliary function in patients with bronchiectasis and The fungus was cultured on a large scale, and 12.58 g of crude extract was isolated from 20 L of fermentation medium. Subfractions (S.20-S.35) obtained from Sephadex LH-20 chromatography had anti-QS activities; these subfractions were analyzed by high-performance liquid chromatography (HPLC) analysis. The results showed that it afforded a baseline separation of two chromatographic peaks (60% MeOH/H 2 O), but HPLC techniques failed to separate these two components. Based on the electrospray ionization mass spectrometry (ESIMS m/z 234.1 [M + H] + ) and nuclear magnetic resonance (NMR) spectroscopic analyses (Figures S1, S2 and Table S1), the active compounds were identified as a pair of known isomers, cladodionen [17,18]. They were inseparable hybrid polyketide of two E/Z geometric isomers due to spontaneous and rapid isomerization between two forms ( Figure S3). The purity of cladodionen from three subfractions (S.28-S.30) was more than 98% by HPLC analysis (70% MeOH/H 2 O) ( Figure S4). These subfractions were used to evaluate anti-QS activity against P. aeruginosa PAO1 in vitro.

Growth Curve Analysis
In order to eliminate the possibility that the decrease of bacterial population leads to the reduction of virulence factors production, the assay of virulence phenotypes should be carried out at subinhibitory concentrations. Therefore, a growth curve analysis was performed ( Figure 2). There was no difference in the growth dynamics of P. aeruginosa PAO1 between the control group and cladodionen-treated groups ranging from 100 µM to 400 µM.  Figure S1,S2 and Table S1), the active compounds were identified as a pair of known isomers, cladodionen [17,18]. They were inseparable hybrid polyketide of two E/Z geometric isomers due to spontaneous and rapid isomerization between two forms ( Figure  S3). The purity of cladodionen from three subfractions (S.28-S.30) was more than 98% by HPLC analysis (70% MeOH/H2O) ( Figure S4). These subfractions were used to evaluate anti-QS activity against P. aeruginosa PAO1 in vitro.

Growth Curve Analysis
In order to eliminate the possibility that the decrease of bacterial population leads to the reduction of virulence factors production, the assay of virulence phenotypes should be carried out at subinhibitory concentrations. Therefore, a growth curve analysis was performed ( Figure 2). There was no difference in the growth dynamics of P. aeruginosa PAO1 between the control group and cladodionen-treated groups ranging from 100 μM to 400 μM.

Effects of Cladodionen on the Production of Virulence Factors
P. aeruginosa uses virulence factors to infect and cause disease in patients. Elastase is the most abundant protein in P. aeruginosa secretomes; it modulates ion transport, immune response and tissue repair. The genes coding for the synthesis of elastase are regulated by the las system [6,20]. The production of elastase decreased in a dose dependent manner when the bacterial cultures were incubated with cladodionen at 100-400 μM ( Figure 3A). Cladodionen inhibited the production of elastase by 35.7% at 400 μM. Pyocyanin, an extracellular redox active virulence factor of P. aeruginosa, exerts a pro-inflammatory effect and impairs ciliary function in patients with bronchiectasis and

Effects of Cladodionen on the Production of Virulence Factors
P. aeruginosa uses virulence factors to infect and cause disease in patients. Elastase is the most abundant protein in P. aeruginosa secretomes; it modulates ion transport, immune response and tissue repair. The genes coding for the synthesis of elastase are regulated by the las system [6,20]. The production of elastase decreased in a dose dependent manner when the bacterial cultures were incubated with cladodionen at 100-400 µM ( Figure 3A). Cladodionen inhibited the production of elastase by 35.7% at 400 µM. Pyocyanin, an extracellular redox active virulence factor of P. aeruginosa, exerts a pro-inflammatory effect and impairs ciliary function in patients with bronchiectasis and cystic fibrosis. Pyocyanin plays an important role in acute invasive infection and is mainly regulated by the PQS system [7]. The production of pyocyanin was inhibited by cladodionen, decreasing by 23.6% at 400 µM ( Figure 3B). Rhamnolipid is a virulence factor which can cause rapid necrotic killing of polymorphonuclear leukocytes. It is mainly regulated by the rhl system of P. aeruginosa [6,21]. The yield of rhamnolipid in any of cladodionen-treated groups was lower than that of control group ( Figure 3C). The production of rhamnolipid was inhibited by 34.7% when P. aeruginosa PAO1 was treated with 400 µM cladodionen. Cladodionen exhibited an inhibitory effect on virulence factors. Its effect on elastase and rhamnolipid was more significant than on pyocyanin. These results indicated that the las and rhl systems were more susceptible to cladodionen than the PQS system.
Mar. Drugs 2020, 18, x FOR PEER REVIEW 4 of 14 cystic fibrosis. Pyocyanin plays an important role in acute invasive infection and is mainly regulated by the PQS system [7]. The production of pyocyanin was inhibited by cladodionen, decreasing by 23.6% at 400 μM ( Figure 3B). Rhamnolipid is a virulence factor which can cause rapid necrotic killing of polymorphonuclear leukocytes. It is mainly regulated by the rhl system of P. aeruginosa [6,21]. The yield of rhamnolipid in any of cladodionen-treated groups was lower than that of control group ( Figure 3C). The production of rhamnolipid was inhibited by 34.7% when P. aeruginosa PAO1 was treated with 400 μM cladodionen. Cladodionen exhibited an inhibitory effect on virulence factors. Its effect on elastase and rhamnolipid was more significant than on pyocyanin. These results indicated that the las and rhl systems were more susceptible to cladodionen than the PQS system.

Biofilm Assay
The severity of most of the P. aeruginosa infections in patients is correlated with biofilm formation. Moreover, biofilm formation is one of the mechanisms used by P. aeruginosa to develop drug resistant [2] related to QS systems [8]. The productions of biofilms decreased with increasing concentrations of cladodionen ( Figure 4). Compared with the control group, cladodionen inhibited the production of biofilms by 52.4% at 400 μM.

Swarming and Swimming Motility
Motility has been shown to be associated with the virulence of P. aeruginosa. It plays an important role in mobilization to and colonization of a variety of environments, adhesion to substrates and biofilm formation in P. aeruginosa [22]. The swarming motility is closely related to the rhl system [23], and the swimming motility is associated with the las and rhl systems [24]. Cladodionen was capable

Biofilm Assay
The severity of most of the P. aeruginosa infections in patients is correlated with biofilm formation. Moreover, biofilm formation is one of the mechanisms used by P. aeruginosa to develop drug resistant [2] related to QS systems [8]. The productions of biofilms decreased with increasing concentrations of cladodionen ( Figure 4). Compared with the control group, cladodionen inhibited the production of biofilms by 52.4% at 400 µM.
Mar. Drugs 2020, 18, x FOR PEER REVIEW 4 of 14 cystic fibrosis. Pyocyanin plays an important role in acute invasive infection and is mainly regulated by the PQS system [7]. The production of pyocyanin was inhibited by cladodionen, decreasing by 23.6% at 400 μM ( Figure 3B). Rhamnolipid is a virulence factor which can cause rapid necrotic killing of polymorphonuclear leukocytes. It is mainly regulated by the rhl system of P. aeruginosa [6,21]. The yield of rhamnolipid in any of cladodionen-treated groups was lower than that of control group ( Figure 3C). The production of rhamnolipid was inhibited by 34.7% when P. aeruginosa PAO1 was treated with 400 μM cladodionen. Cladodionen exhibited an inhibitory effect on virulence factors. Its effect on elastase and rhamnolipid was more significant than on pyocyanin. These results indicated that the las and rhl systems were more susceptible to cladodionen than the PQS system.

Biofilm Assay
The severity of most of the P. aeruginosa infections in patients is correlated with biofilm formation. Moreover, biofilm formation is one of the mechanisms used by P. aeruginosa to develop drug resistant [2] related to QS systems [8]. The productions of biofilms decreased with increasing concentrations of cladodionen ( Figure 4). Compared with the control group, cladodionen inhibited the production of biofilms by 52.4% at 400 μM.

Swarming and Swimming Motility
Motility has been shown to be associated with the virulence of P. aeruginosa. It plays an important role in mobilization to and colonization of a variety of environments, adhesion to substrates and biofilm formation in P. aeruginosa [22]. The swarming motility is closely related to the rhl system [23], and the swimming motility is associated with the las and rhl systems [24]. Cladodionen was capable

Swarming and Swimming Motility
Motility has been shown to be associated with the virulence of P. aeruginosa. It plays an important role in mobilization to and colonization of a variety of environments, adhesion to substrates and biofilm formation in P. aeruginosa [22]. The swarming motility is closely related to the rhl system [23], and the swimming motility is associated with the las and rhl systems [24]. Cladodionen was capable of inhibiting motilities of P. aeruginosa ( Figure 5). The results of the swarming motility showed that the branches of the control group were longer and denser than those of the treated group ( Figure 5A). In the control group, a growing colony swam towards the edge of the dish, covering the entire distance, while impaired swimming motility was observed in the treated group ( Figure 5B).
Mar. Drugs 2020, 18, x FOR PEER REVIEW 5 of 14 of inhibiting motilities of P. aeruginosa ( Figure 5). The results of the swarming motility showed that the branches of the control group were longer and denser than those of the treated group ( Figure 5A). In the control group, a growing colony swam towards the edge of the dish, covering the entire distance, while impaired swimming motility was observed in the treated group ( Figure 5B).

Real-Time RT-PCR
In consideration of the ability of cladodionen to inhibit virulence factors, biofilm formation and motilities, the mRNA expressions of several QS-related genes in P. aeruginosa were detected by realtime RT-PCR because of their key role in virulence expression. These genes are involved in receptor proteins (lasR, rhlR and pqsR), autoinducer synthases (lasI, rhlI and pqsA) and virulence factors including elastase and rhamnolipid (lasB and rhlA). The mRNA expressions of QS-related genes were down-regulated by cladodionen at 400 μM ( Figure 6). The mRNA expressions of lasR, lasI and lasB were down-regulated by 55.9%, 54.3% and 65.3%, respectively; the mRNA expressions of rhlR, rhlI and rhlA were down-regulated by 64.4%, 36.6% and 69.6%, respectively; the mRNA expressions of pqsR and pqsA were down-regulated by 39.0% and 34.4%, respectively. The results showed that cladodionen had inhibitory activity on the QS systems of P. aeruginosa, especially the las and rhl systems.

Real-Time RT-PCR
In consideration of the ability of cladodionen to inhibit virulence factors, biofilm formation and motilities, the mRNA expressions of several QS-related genes in P. aeruginosa were detected by real-time RT-PCR because of their key role in virulence expression. These genes are involved in receptor proteins (lasR, rhlR and pqsR), autoinducer synthases (lasI, rhlI and pqsA) and virulence factors including elastase and rhamnolipid (lasB and rhlA). The mRNA expressions of QS-related genes were down-regulated by cladodionen at 400 µM ( Figure 6). The mRNA expressions of lasR, lasI and lasB were down-regulated by 55.9%, 54.3% and 65.3%, respectively; the mRNA expressions of rhlR, rhlI and rhlA were down-regulated by 64.4%, 36.6% and 69.6%, respectively; the mRNA expressions of pqsR and pqsA were down-regulated by 39.0% and 34.4%, respectively. The results showed that cladodionen had inhibitory activity on the QS systems of P. aeruginosa, especially the las and rhl systems. Mar. Drugs 2020, 18, x FOR PEER REVIEW 6 of 14 Figure 6. The effect of cladodionen on the mRNA expressions of QS-related genes in P. aeruginosa PAO1.

Molecular Docking Analysis
In order to study the inhibitory mechanism of cladodionen on QS systems, the possibility of binding interactions between cladodionen and QS receptor proteins was explored by molecular docking analysis. The study was performed using two QS receptor proteins, i.e., LasR and PqsR, bound with AHLs and quinolone signal molecules, respectively. The interactions of the natural ligand 3-oxo-C12-HSL in LasR and of natural ligand NHQ in PqsR were regarded as controls for molecular docking analysis, and were highly consistent with those reported in X-ray structures [11][12][13]. Cladodionen bound to the QS receptor proteins by hydrogen bonding interactions and hydrophobic interactions (Figure 7, Figure 8, Table 1 and Table 2). The docking energies of QS receptor proteins and cladodionen were lower than those of QS receptor proteins and their natural ligands, indicating that cladodionen could form stable complexes with QS receptors, and that it had better binding affinity to LasR and PqsR than natural ligands. The docking energy of cladodionen and LasR was lower than that of cladodionen and PqsR, indicating that the binding affinity of cladodionen to LasR was higher than to PqsR. There is no crystal structure for RhlR. Based on similarity, the interactions of LasR with its natural ligand and cladodionen are expected to extend to RhlR. Cladodionen is a pair of isomers, and the only significant differences between the two configurations (a and b) were the chemical shifts of C-2 and C-4 (Table S1). The two configurations of cladodionen were analyzed and compared with each other. The docking energies of cladodionen(a) and QS receptor proteins were slightly lower than those of cladodionen(b) and QS receptor proteins. Cladodionen(a) and cladodionen(b) interacted with the same QS receptor sites, except for amino acid residues of LasR (Ala70/Leu36) in the key hydrophobic interactions and PqsR (Ser196/Gln194 and Phe221/Ile195) in the hydrogen bonding or key hydrophobic interactions.

Molecular Docking Analysis
In order to study the inhibitory mechanism of cladodionen on QS systems, the possibility of binding interactions between cladodionen and QS receptor proteins was explored by molecular docking analysis. The study was performed using two QS receptor proteins, i.e., LasR and PqsR, bound with AHLs and quinolone signal molecules, respectively. The interactions of the natural ligand 3-oxo-C12-HSL in LasR and of natural ligand NHQ in PqsR were regarded as controls for molecular docking analysis, and were highly consistent with those reported in X-ray structures [11][12][13]. Cladodionen bound to the QS receptor proteins by hydrogen bonding interactions and hydrophobic interactions ( Figure 7, Figure 8, Tables 1 and 2). The docking energies of QS receptor proteins and cladodionen were lower than those of QS receptor proteins and their natural ligands, indicating that cladodionen could form stable complexes with QS receptors, and that it had better binding affinity to LasR and PqsR than natural ligands. The docking energy of cladodionen and LasR was lower than that of cladodionen and PqsR, indicating that the binding affinity of cladodionen to LasR was higher than to PqsR. There is no crystal structure for RhlR. Based on similarity, the interactions of LasR with its natural ligand and cladodionen are expected to extend to RhlR. Cladodionen is a pair of isomers, and the only significant differences between the two configurations (a and b) were the chemical shifts of C-2 and C-4 (Table S1). The two configurations of cladodionen were analyzed and compared with each other. The docking energies of cladodionen(a) and QS receptor proteins were slightly lower than those of cladodionen(b) and QS receptor proteins. Cladodionen(a) and cladodionen(b) interacted with the same QS receptor sites, except for amino acid residues of LasR (Ala70/Leu36) in the key hydrophobic interactions and PqsR (Ser196/Gln194 and Phe221/Ile195) in the hydrogen bonding or key hydrophobic interactions.

Discussion
In order to treat P. aeruginosa infections, interfering with QS systems is an emerging strategy to abolish P. aeruginosa pathogenicity without affecting bacterial growth. Cladodionen, an inhibitor of QS systems in P. aeruginosa, was isolated from a marine fungus Cladosporium sp. Z148. The inhibitory effect of cladodionen on the production of virulence factors, the formation of a biofilm and motilities of P. aeruginosa PAO1 were determined at subinhibitory concentrations. The mechanism by which cladodionen inhibits QS systems was preliminarily explored by detecting mRNA expressions of QS-related genes and molecular docking analysis.
Cladodionen was first isolated from marine fungus Cladosporium sp. OUCMDZ-1635, and had cytotoxic activities against a variety of human cancer cell lines [17]. Cladodionen belongs to cladosporiumins compounds which are composed of 2,4-pyrrolidinedione (tetramic acid) and a valine residue [17,19]. The synthetic pathway of cladosporiumins includes polyketide synthase (PKS) and nonribosomal peptide synthase (NRPS) [19]. The anti-QS activity of cladosporiumins has not been reported before. In addition, only five compounds, i.e., apiodionen, bripiodionen, vermelhotin, hypoxyvermelhotins and cladosporiumin I(1) [17,18], have the similar skeletons to cladodionen, comprising 2,4-pyrrolidinedione and a pyrene ring or a dihydropyran ring by a double bond. The anti-QS activity of the aforementioned compounds has not yet been investigated. This is the first report on the anti-QS effect of cladodionen.
Cladodionen had a better inhibitory effect than pyocyanin on the production of elastase and rhamnolipid. Elastase, rhamnolipid and pyocyanin are mainly regulated by the las, rhl and PQS systems, respectively [6,7]. Therefore, cladodionen had a stronger inhibitory effect on the las and rhl systems than on the PQS system. The results of real-time RT-PCR also confirmed that the las and rhl systems were more susceptible to cladodionen than the PQS system.
The QS system is a key regulator of biofilm formation. The biofilm of the lasI mutant is much thinner than that of wild-type organism [8]. Rhamnolipid could be used as a surfactant to maintain the structure of biofilm [9]. PqsE and RhlR comprise an autoinducer synthase-receptor pair which could influence biofilm development [10]. The regulation of QS systems on biofilms is complex. The reduction of virulence factors and the down-regulation of the mRNA expression of genes related to the las and rhl systems suggested that cladodionen mainly inhibited biofilm formation by interfering with the las and rhl systems.
P. aeruginosa is unable to swarm in the rhl mutant, which could not produce rhamnolipid surfactant [23], and the las and rhl systems play an important role in swimming motility [24]. Cladodionen could inhibit swarming and swimming motility by repressing the las and rhl systems. The presence of cladodionen contributed to a decrease of rhamnolipid surfactant; this was an important reason for the inhibition of swarming motility. Besides QS systems, flagella and pili are necessary for motilities [23]. The effect of cladodionen on flagella and pili is uncertain and needs to be further studied.
Cladodionen bound more easily to LasR and PqsR than natural ligands, suggesting that cladodionen inhibited the QS systems in P. aeruginosa by competing with the natural ligands. Although hydrogen bonding interactions were different, Ala50, Cys79, Tyr64, Leu36 and Arg61 were the key amino acid residues taking part in similar hydrophobic interactions with LasR between cladodionen and 3-oxo-C12-HSL. The interactions between NHQ and PqsR were all hydrophobic, while the hydrogen bonding and hydrophobic interactions were both important for the interactions of cladodionen and PqsR. Additionally, only two residues of PqsR (Ile236 and Leu207) interacted with cladodionen and NHQ at the same time. The above difference of interaction modes and binding sites may be an important reason why the docking energy of cladodionen and LasR was lower than that of cladodionen and PqsR. The interactions between natural ligands and QS receptors were highly consistent with those reported in X-ray structures [11][12][13], indicating that the molecular docking-derived models possessed a certain degree of reliability. However, the semi flexible docking method used in this work might cause some interactions to go undetected due to the limitation of inflexible proteins. This might be one of the reasons why cladodionen interacted with the receptor proteins quite differently compared to the natural ligands. Therefore, further research is needed to elucidate the interactions between ligands and flexible proteins.
The tetramic acid scaffold is an important structure which has been found in terrestrial and marine organisms [25]. In addition to cladodionen, similar structures have been found in QSIs, such as tenuazonic acid [26] and equisetin [27]. Tenuazonic acid inhibits QS of C. violaceum CV017 without interfering with bacterial vitality [26]. Equisetin inhibits three QS systems of P. aeruginosa; it has the strongest inhibitory effect on the PQS system [27]. The anti-QS activity of the other compounds with similar skeletons to cladodionen, and other cladosporiumins, should be explored. It is important to study the structure-activity relationships among these chemicals to illustrate the modes of action, optimize the structures and improve anti-QS activity.

Strains and Culture Conditions
C. violaceum CV026, P. aeruginosa QSIS-lasI and P. aeruginosa PAO1 were cultured for 12 h at 160 rpm in 5 mL LB medium: 1.0% w/v NaCl, 1% w/v tryptophan and 0.5% w/v yeast extract. C. violaceum CV026 was cultured at 30 • C and the other strains were cultured at 37 • C. The overnight cultures of P. aeruginosa PAO1 were diluted with fresh LB medium to OD 600 ≈ 0.05, cultivated for 2 h and then incubated with cladodionen at 0-400 µM for another 6 h to detect the production of virulence factors. OD 600 was measured and 1 mL of bacterial culture was centrifugated at 12000 rpm for 2 min to get the supernatant.

Isolation of Marine Fungi and Preparation of the Crude Extracts
The fungal strains were obtained from marine sediment collected in Jiaozhou Bay, China. The fungi were isolated and grown on fungal medium (2.0% w/v mannitol, 2.0% w/v maltose, 1.0% w/v glucose, 0.05% w/v KH 2 PO 4 , 0.03% w/v MgSO 4 , 0.1% w/v corn flour, 0.3% w/v yeast extract, 3.33% w/v sea salt and 2% w/v agar) at 30 • C for 7 days. The fermentation products extracted with ethyl acetate (EtOAc) were filtered using 0.22 µM membranes, freeze-dried and redissolved with methanol to 50 mg/mL.

Species Identification of Selected Fungus
Among the 235 fungi screened for anti-QS potential, fungus Z148 was selected for species identification based on its anti-QS activity against C. violaceum CV026 and P. aeruginosa PAO1. The selected fungus was identified by 18S region sequencing using primers NS1 (5 -GTAGTCATATGCTTGTCTC-3 ) and NS8 (5 -TCCGCAGGTTCACCTACGGA-3 ). The amplified products were sequenced in Beijing Ruibo Xingke Biotechnology Co. Ltd (Beijing, China). From 18S sequencing and comparison of the obtained sequence from NCBI, the selected fungus was identified and named Cladosporium sp. Z148. The sequence was submitted to the NCBI GenBank database (accession number MT093347).

Purification of QSIs
Fermentation of Cladosporium sp. Z148 was conducted in 20 L of fungal medium as described at 30 • C for 15 days. Solid fermentation products were extracted with an equal volume of EtOAc and the combined EtOAc extracts were dried in vacuo to yield 12.58 g of crude extract. TLC-bioautography was adopted as a bioassay-guided isolation approach to identify the active fractions. The crude extract was fractionated by a silica gel gradient vacuum liquid chromatography column, eluting with a step gradient of CH 2 Cl 2 /MeOH from 70:1 to 35:1 (v/v), and 28 fractions (Fr.1-Fr.28) were collected. Fractions 2 and 3 were subjected to Sephadex LH-20 chromatography with MeOH to afford 114 subfractions (S.1-S.114). Subfractions were analyzed by TLC (CH 2 Cl 2 /MeOH, 15:1, v/v) and 16 subfractions (S.20-S.35) had anti-QS activity. The purity of active compounds from subfractions was determined by HPLC analysis on a C18 reverse phase chromatographic column.

Growth Curve Assay
The overnight bacterial culture of P. aeruginosa PAO1 was diluted to an OD 600 of 0.05 with fresh LB medium and transferred into a 96-well plate (200 µL/well) exposed to cladodionen at 0-400 µM. The plate was incubated for 24 h at 90 rpm and 37 • C. The growth state of the bacteria was observed and the growth curve of PAO1 was drawn from the measured OD 600 .

Elastase Activity Assay
A modified method, as previously reported, was used to determine elastase activity [12]. The supernatant (400 µL) was collected by a 0.22 µm nylon filter, and then 3 mg Congo red and 800 µL buffer (100 mM Tris-HCI/1 mM CaCl 2 , pH = 7.2,) were added. After incubation at 160 rpm and 37 • C for 6 h, the samples were centrifuged at 12000 rpm for 2 min and 200 µL of the supernatant was measured at a wavelength of 490 nm.

Pyocyanin Assay
The method of pyocyanin assay was described previously [12]. The specific experimental process was as follows: The supernatant (800 µL) was extracted with chloroform (600 µL), the organic layer (500 µL) was incubated with 0.2 M HCl (200 µL) for 30 min at 37 • C, and 200 µL of the water layer was measured at a wavelength of 520 nm.

Rhamnolipid Assay
The previously reported method [29] for the determination of rhamnolipid was slightly modified and applied here. The supernatant (800 µL) was extracted with diethyl ether (1 mL) and 800 µL of the organic layer was allowed to evaporate. Residues were dissolved in a solution of 100 µL sterile water, 700 µL 70% H 2 SO 4 and 100 µL 1.6% orcinol. The solution was incubated at 80 • C for 30 min and measured at a wavelength of 420 nm.

Biofilm Assay
A biofilm detection method described previously [30] with minor modifications was used as follows: The overnight bacterial culture was diluted 1:10000 in fresh LB medium, and 200 µL of each dilution was added to a 1.5-mL Eppendorf tube with cladodionen at 0-400 µM. The samples were allowed to grow for 12 h (at 37 • C under static condition), and growth was measured at 600 nm. The tubes were rinsed three times with phosphate-buffered saline (PBS) to eliminate nonadherent cells. The biofilm was then stained with 0.1% crystal violet (200 µL) for 15 min, after which the stained biofilm was rinsed with PBS three times to remove any unbound dye. The crystal violet bound to the biofilm was dissolved with 400 µL 33% (v/v) acetic acid and the absorbance was measured at a wavelength of 590 nm.

Swimming and Swarming Motility Assay
The effect of cladodionen on the P. aeruginosa PAO1 swarming motility was tested as described previously [31]. The swarming agar medium consisted of M9 salt medium [23] supplemented with 1 mM MgSO 4 , 1 mM CaCl 2 , 1.1 mM glucose, 0.5% w/v casamino acids, 1.8 µM FeSO 4 and 0.5% w/v agarose. The swimming agar medium consisted of 1% w/v tryptone, 0.5% w/v NaCl and 0.3% w/v agarose [32]. Cladodionen was added into the above mediua at a final concentration of 400 µM. The overnight culture (1 mL) was centrifugated at 4000 rpm for 5 min and concentrated to 200 µL. Plate inoculation was carried out by spotting a 1 µL drop of concentrated culture at the center of the swarming and swimming plates and incubating for 12 h.

Real-Time RT-PCR
The effect of cladodionen on the mRNA expression of QS-related genes in P. aeruginosa PAO1 was detected as described previously [27]. RNA was isolated with a bacteria RNA isolation kit (Nobelab Biotechnologies, Beijing, China). Reverse transcription was performed from 1 µg of RNA using HiScript III RT SuperMix (Vazyme Biotech, Nanjing, China). Amplification was performed with ChamQ Universal SYBR qPCR Master Mix (Vazyme Biotech, Nanjing, China). The cycling conditions were 95 • C for 10 min followed by 40 cycles of denaturation at 95 • C for 15 s, annealing and extension at 60 • C for 60 s. The rpsl gene was used as the internal reference for normalizing gene expression. All primer sequences for real-time RT-PCR are listed in Table S2.

Molecular Docking Analysis
A molecular docking analysis was performed as described in a previous report [33]. The ChemBioOffice 2018, Autodock 1.5.6, PyMol 2.3.0 and LigPlot + v.1.4 software programs were used for molecular docking analysis. The receptor proteins LasR (PDB ID, 3IX3) and PqsR (PDB ID, 4JVD) were downloaded from the protein data bank (PDB). Cladodionen was drawn and its energy was minimized with ChemBio3D Ultra 18.0. The natural ligands were obtained from QS receptors (3IX3 and 4JVD) by PyMol 2.3.0. All water molecules and cocrystalized ligands of QS receptors (3IX3 and 4JVD) were removed. The proteins were further modified by incorporating new polar hydrogens, and the Gasteiger charges were computed. The ligands were assigned with hydrogens and Gasteiger charges, followed by definition of the rotatable bonds. Docking grid sites were set up around their natural autoinducer binding sites. The Lamarckian genetic algorithm was used as a parameter for molecular docking, and the results of the docking computations were ranked by binding energy. The PyMol molecular graphic system and LigPlot + were used to visualize conformations and interactions between ligands and receptor proteins.

Statistical Analysis
Data were analyzed on SPSS 13.0 software using ANOVA with Bonferonni tests. A p-value of less than 0.05 was considered significant for differences between control group and treated groups. GraphPad Prism 6 was used for graph construction. Real-time RT-PCR was performed in duplicate and the other assays were performed in triplicate.

Conclusions
Cladodionen, an inhibitor of QS systems in P. aeruginosa, was isolated from marine fungus Cladosporium sp. Z148, obtained from Jiaozhou Bay (China). Cladodionen had a better inhibitory effect than pyocyanin on the production of elastase and rhamnolipid. The formation of biofilms and motilities were also inhibited by cladodionen. Based on the results of real-time RT-PCR, the las and rhl systems were more susceptible to cladodionen than the PQS system. Molecular docking analysis showed that cladodionen had better binding affinity to LasR and PqsR than natural ligands. Compared with the PQS system, cladodionen had a more significant inhibitory effect on the las and rhl systems. This is the first report on the anti-QS effect of cladodionen. The structure-activity relationships among cladodionen and its structurally related compounds should be further studied to illustrate the modes of action, optimize the structures and improve anti-QS activity.