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. Author manuscript; available in PMC: 2018 Oct 31.
Published in final edited form as: Cell Chem Biol. 2018 Jul 19;25(9):1128–1139.e3. doi: 10.1016/j.chembiol.2018.06.007

Structural and Biochemical Studies of Non-Native Agonists of the LasR Quorum Sensing Receptor Reveal an L3 Loop “Out” Conformation for LasR

Matthew C O’Reilly 1,§,#, Shihui Dong 2,#, Francis M Rossi 1,#, Kaleigh M Karlen 1, Rohan S Kumar 1, Satish K Nair 2,*, Helen E Blackwell 1,‡,*
PMCID: PMC6209319  NIHMSID: NIHMS992590  PMID: 30033130

SUMMARY

Chemical strategies to block quorum sensing (QS) could provide a route to attenuate virulence in bacterial pathogens. Considerable research has focused on this approach in Pseudomonas aeruginosa, which uses the LuxR-type receptor LasR to regulate much of its QS network. Non-native ligands that antagonize LasR have been developed, yet we have little understanding of the mode by which these compounds interact with LasR and alter its function, as the receptor is unstable in their presence. Herein, we report an approach to circumvent this challenge though the study of a series of synthetic LasR agonists with varying levels of potency. Structural investigations of these ligands with the LasR ligand-binding domain reveal that certain agonists can enforce a conformation that deviates from that observed for other, often more potent agonists. These results, when combined with cell-based and biophysical analyses, suggest a functional model for LasR that could guide future ligand design.

Graphical Abstract

graphic file with name nihms-992590-f0001.jpg

INTRODUCTION

Many common bacteria use an intercellular signaling mechanism called quorum sensing (QS) to coordinate collective behaviors at high cell number (Rutherford and Bassler, 2012; Whiteley et al., 2017). These group behaviors are often related to virulence, as is the case for the Gram-negative opportunistic pathogen, Pseudomonas aeruginosa (Lyczak et al., 2000), allowing the bacteria to amass a sufficient population density before effectively attacking a host. In basic terms, QS is regulated by (i) the production of small molecule or peptide signals – the concentration of which increases with cell number – and (ii) the sensing of these signals by cognate receptors. Consequently, attenuation of QS signaling using non-native small molecules or macromolecules has been proposed as an anti-virulence strategy to mitigate bacterial pathogenicity, and concomitantly engender resistance at a potentially slower rate than traditional antibiotics that target bacterial viability (Gerdt and Blackwell, 2014; Mellbye and Schuster, 2011). Toward this end, chemical modulators have been developed for a variety of QS receptors (Galloway et al., 2011), including LasR, a principal regulator of P. aeruginosa QS in various environmental contexts (Welsh and Blackwell, 2016a, b).

Gram-negative bacteria typically use N-acylated L-homoserine lactone (AHL) signals for QS, which can diffuse or are actively effluxed out of the cell and into the local environment (Papenfort and Bassler, 2016; Schuster et al., 2013; Whiteley et al., 2017). Signal concentration increases with population density, and once the AHL signal concentration reaches a threshold level within the cell, these signals will productively bind their cognate intracellular receptors, the LuxR-type family of transcriptional regulators. The activated LuxR-type receptors then alter gene expression levels to initiate behaviors that will benefit the group and/or are only achievable as a bacterial community, including a range of virulence phenotypes such as biofilm formation, protease and toxin production, and motility mechanisms (Lyczak et al., 2000). The pathogen P. aeruginosa has a fairly complex QS circuit involving three LuxR-type receptors (LasR, RhlR, and QscR) (Asfahl and Schuster, 2018), two AHL signals (N-(3-oxo)-dodecanoyl HL, OdDHL [compound 1 in Fig. 1A] and N-butyl HL, BHL) produced by LuxI-type synthases (LasI and RhlI, respectively), and the Pseudomonas quinolone signal (PQS), which binds to PqsR, a transcription factor unrelated to LuxR-type receptors (Welsh and Blackwell, 2016a, b). It has been proposed that targeting LasR may have the largest impact on QS-related virulence in P. aeruginosa (Galloway et al., 2012), since LasR activation directly upregulates certain virulence phenotypes (e.g., proteases, biofilm) and indirectly upregulates other virulence phenotypes (e.g., pyocyanin, rhamnolipid) through positive regulation of both the RhlR and PqsR systems (Asfahl and Schuster, 2018; Welsh and Blackwell, 2016a, b). Therefore, considerable efforts have been directed toward designing molecules to antagonize LasR and thereby block its associated virulence phenotypes, with notable contributions from the Bassler (O’Loughlin et al., 2013), Blackwell (Gerdt et al., 2014; Geske et al., 2007; Moore et al., 2015; O’Reilly and Blackwell, 2016), Greenberg (Muh et al., 2006; Müh et al., 2006), Meijler (Amara et al., 2011; Amara et al., 2009), Spring (Galloway et al., 2011; Hodgkinson et al., 2012), and Suga (Smith et al., 2003a; Smith et al., 2003b) laboratories.

Figure 1.

Figure 1.

(A) Structures of potent LasR agonists OdDHL (1) and TP1 (2). (B) Structures of TP-derived antagonists of LasR.

Similar to other LuxR-type proteins, LasR is composed of two independently folded domains, a larger amino-terminal ligand-binding domain (LBD) and a smaller carboxy-terminal DNA-binding domain (DBD) (Bottomley et al., 2007; Zou and Nair, 2009). Binding of its native AHL, OdDHL (1), presumably stabilizes monomeric LasR and promotes dimerization of two LasR subunits . The resulting ligand-bound homodimer is then capable of binding DNA and activating transcriptional changes. Such an associative mechanism is predicted for the majority of the known LuxR-type receptors (Churchill and Chen, 2011; Papenfort and Bassler, 2016). While a structure of full-length LasR is yet to be reported, the structure of the LasR-LBD has been solved in complex with various agonists including LasR’s native ligand, OdDHL (1), and three triphenyl (TP)-type compounds that are known to strongly activate the receptor, including TP1 (2) (Fig. 1A) (Bottomley et al., 2007; Zou and Nair, 2009). These structural data establish LasR’s LBD as an α-β-α sandwich that fully encapsulates these two structurally dissimilar ligand classes (i.e., AHL and TP).

In comparing the previously reported LasR-LBD structures (Bottomley et al., 2007; Zou and Nair, 2009), the LBD is essentially identical when bound to either ligand class, with a main chain root mean square deviation (RMSD) of 0.52–0.69 Å. The TP ligands, originally reported by Müh et al. (Muh et al., 2006; Müh et al., 2006), are of particular interest as LasR modulators, as they are highly potent LasR agonists (comparable to the native ligand OdDHL (1)) and provide a structural scaffold that is more amenable to synthetic diversification relative to AHL-type ligands (Moore et al., 2015; O’Reilly and Blackwell, 2016). By scrutinizing the LasR-LBD structural data in concert with prior activity data for AHL-derived LasR antagonists (Amara et al., 2009; Galloway et al., 2011; Geske et al., 2007), various laboratories have sought to develop TP-derived compounds that antagonize LasR (Fig. 1B) (Capilato et al., 2017; O’Brien et al., 2015; O’Reilly and Blackwell, 2016). The antagonists identified in these past studies are among the most potent LasR antagonists known; however, they are orders of magnitude less potent than LasR’s native ligand or TP1 (i.e., micromolar IC50 values relative to nanomolar EC50 values for OdDHL and TP1). This low potency has limited the utility of TP-type compounds as chemical tools, as it is difficult for these compounds to outcompete the native QS signal (OdDHL, 1) produced by P. aeruginosa. This activity profile is not limited to TP-type LasR antagonists, but is also observed for AHL-type LasR antagonists and antagonists of other LuxR-type receptors (Galloway et al., 2012; Welsh and Blackwell, 2016b).

The origins of these low potencies for LuxR-type receptor antagonists are likely multifold. However, we currently have a very limited understanding of the mechanisms by which synthetic ligands antagonize LuxR-type protein activity. With the notable exception of CviR (Chen et al., 2011), studies focused on QS antagonism have been thwarted by the low intrinsic stability of most LuxR-type proteins in the absence of an agonist-type, and thus structure-stabilizing, ligand. Indeed, beyond one recent report (Suneby et al., 2017), the instability of LasR has precluded in vitro studies with synthetic antagonists. Further characterization of LasR’s interactions with synthetic ligands would most certainly facilitate the informed design of chemical agents that modulate LasR, as either antagonist or agonists, with enhanced potencies. We sought to further elucidate these interactions in the current study using a chemical and structural biology approach.

As the LasR-LBD is known to be amenable to structural analysis in the presence of agonists (Bottomley et al., 2007; Zou and Nair, 2009), we reasoned that we could leverage this attribute and gain insights into LasR:ligand interactions by characterizing structures of LasR with a suite of TP-derived agonists with varying degrees of potency (i.e., low to moderate to high). Further, as the structure-activity-relationships (SAR) of the promising TP scaffold are still to be fully delineated, we wanted to simultaneously evaluate the SAR of this chemotype and assess whether TP analogs of varied potency could provoke structural changes in LasR, which also could provide insights into the dynamics of receptor:ligand binding and activation.

Herein, we report our design and evaluation of a set of TP-analogs displaying variable degrees of LasR agonism in both cell-based and in vitro assays, and our characterization of their interactions with the LasR-LBD using calorimetric and structural biological methods. The structural data for the LasR-LBD complexed to certain agonists reveal deviations when compared to the LasR-LBD complexed to other, often stronger agonists in a loop from Leu-40 through Phe-51, previously termed the L3 loop (Zou and Nair, 2009). We used these data to develop a model by which LasR’s L3 loop may govern receptor stability, ligand exchangeability, and signal transduction from the LBD to LasR’s DBD. This model provides a different vantage point from which to design LasR modulators, capable of either directly or indirectly interacting with the L3 loop.

RESULTS

A Synthetic Route Toward TP1 That Facilitates Analog Synthesis

To expedite the synthesis of TP derivatives with varying potencies, we noted that clear retrosynthetic disconnections exist at the amide and ester bond linkages of TP1 (2). Therefore, we began our synthesis with commercially available hydroxy-benzonitrile 5 (Scheme 1). After screening a variety of reducing agents, conditions employing catalytic nickel boride to reduce the nitrile with concomitant Boc protection of the resulting amine were chosen (Caddick et al., 2003). While the yield of this reduction was moderate, it provided 6 with both heteroatoms in place for ester and amide bond formation in a single step from inexpensive starting materials. Acylation of the resulting phenol with 2-nitrobenzoyl chloride provided ester 7 in high yield. Trifluoroacetic acid was then utilized for Boc cleavage, which resulted in spontaneous ester to amide group transfer fashioning amide 9. Crude 9 was then treated with 2-chlorobenzoyl chloride, providing TP1 in 94% yield over two steps. This 4-step reaction sequence is the most expedient and highest yielding route to TP1 reported to date, and enabled straightforward analog synthesis (Zakhari et al., 2011).

Scheme 1.

Scheme 1.

Optimized synthetic route toward the triphenyl scaffold.

Substitution of the Aryl Rings Only Modestly Impacts TP Ligand Potency

Using our optimized synthetic route, we prepared a focused library of 14 TP1 (2) analogs, mainly examining the sterics and electronics of the terminal aryl rings of TP1 (structures listed in Table 1). Our primary screen for compound activity utilized an Escherichia coli strain harboring a LasR expression plasmid that reports LasR activity via β-galactosidase production through a promoter fusion (see Supporting Information) (Chugani et al., 2001; Griffith et al., 2002; Lee et al., 2006; Lindsay and Ahmer, 2005). For context, OdDHL (1) and TP1 (2) were screened for LasR agonism in this assay, and produced EC50 values of 1.78 and 0.924 nM, respectively. We began by testing analogs with various electron withdrawing or donating substituents on the ester aryl ring (compounds 1016). Despite the varying properties of these substituents, all of these TP1 analogs still strongly agonized LasR (efficacies ≥91%), with EC50 values ranging from 0.674 to 9.20 nM (Table 1). We next examined analogs with 2-chloro substituents replacing the nitro group of TP1 (22 and 23). This modification also had only modest impacts on ligand activity, as the compounds remained full LasR agonists with about 5 or 8-fold increases in EC50 (i.e., losses in potency) compared to TP1. These results indicated that more substantial changes to the TP1 ligand scaffold would be required to obtain LasR agonists with larger potency differences.

Table 1.

Structures of the TP1 analog library and their associated (i) EC50 and maximum efficacy data in the E. coli LasR reporter strain, (ii) thermal melt data in the presence of LasR LBD, and (iii) structural data in complex with the LasR LBD (buried surface area).

graphic file with name nihms-992590-t0008.jpg

Compound R1 R2 EC50 (nM)a 95% CI (nM)b Maximum efficacyc Thermal transition midpoint Buried surface area (Å2)d
1 (OdDHL) N/A N/A 1.78 1.34-2.36 98% --
2 (TP-1) NO2 -CO-2-Cl-Phenyl 0.924 0.652-1.31 98% 70.5 ± 0.3 652
10 NO2 -CO-Phenyl 1.16 0.894-1.52 100% 63.5 ± 0.3 633
11 NO2 -CO-2-NO2-Phenyl 0.674 0.528-0.859 93% 69.3 ± 0.3 655
12 NO2 -CO-2-OCH3-Phenyl 1.10 0.963-1.26 94% 68.9 ± 0.3 660
13 NO2 -CO-2-CN-Phenyl 5.64 3.89-8.18 99% 64.5 655
14 NO2 -CO-4-Cl-Phenyl 2.09 1.58-2.77 94% 66 655
15 NO2 -CO-4-Br-Phenyl 1.62 1.24-2.11 91% 65.9 ± 0.5 659
16 NO2 -CO-4-OCH3-Phenyl 9.20 6.57-12.9 105% 63.7 668
17 NO2 -CO-(CH2)6CH3 12.2 8.55-17.4 99% 65.4 689
18 NO2 -CO-CH3 20.5 16.6-25.3 96% 54.8 ± 0.3
19 NO2 -CH2OCH3 37.6 30.0-47.0 90% 57.2 537
20 NO2 -CH3 >60 - 85%e 56
21 NO2 -H >900 - 65%e 50.5 ± 0.5
22 Cl -CO-2-NO2-Phenyl 5.12 3.32-7.88 101% 62.6 ± 0.2
23 Cl -CO-2-Cl-Phenyl 7.99 5.81-11.0 98% 64.3
[a]

Calculated based on testing the compound’s ability to activate LasR’s transcriptional regulation of lasI-lacZ over a range of concentrations.

[b]

CI = 95% confidence interval for EC50 values.

[c]

Denotes the highest amount of LasR activity observed at any concentration. Error = ±5%.

[d]

The Buried Surface Area (BSA) of each ligand:LasR LBD structure was calculated using the PDBePISA web tool (http://www.ebi.ac.uk/pdbe/pisa/).

[e]

Compound insolubility precluded testing at higher concentrations; EC50 shown constitutes a minimal value.

Truncated TP Analogs Display Reduced Potencies Yet Maintain Full LasR Agonism

As the co-crystal structure of LasR-LBD:TP1 indicates that the TP1 ester aryl ring makes a large number of hydrophobic contacts in the LBD (Zou and Nair, 2009), we expected a hydrophobic group in this region would be necessary to provide full agonism of LasR. We began to probe the importance of the hydrophobic contacts by examining octanoate analog 17 (Table 1), containing an aliphatic chain that could participate in hydrophobic packing but lacked a conjugated ring system. This compound remained a potent agonist, albeit with 10-fold weaker EC50 value compared to TP1. Next, we sought to determine if truncated TP analogs could still elicit LasR agonism, so an acetate group was appended to the R2 position (18). Despite this group’s inability to participate in hydrophobic packing, it was surprisingly a full agonist of LasR (96% max activity) with about 20-fold reduced potency compared to TP1. To determine the importance of the ester, we prepared and tested methoxymethyl ether (19) and methyl ether (20) derivatives, which also maintained full agonism of LasR but lost ~40 to >60-fold-potency relative to TP1. The largest loss in potency resulted from an analog containing an unfunctionalized phenol (R2 = H, 21), which exhibited a >900-fold loss in potency. Together, these data demonstrate that the hydrophobic contacts made by the ester aryl ring of TP1 significantly impact compound potency but are not essential for full agonism of LasR. Further, we reason that removal of TP1’s phenyl ring in compounds 1821 would leave significant empty space in the ligand binding site of LasR (assuming these derivatives target the same site), which motivates the question of how LasR’s structure is capable of both accommodating these sterically smaller ligands while activating transcription to levels analogous to the larger ligands. We return to this question below.

In vitro Calorimetric Analyses Corroborate Compound Activity Trends from Cell-Based Reporter Assays

Cell-based reporter assays provide convenient platforms to analyze the SAR of LuxR-type receptor modulators, and these assays also indicate that active molecules are likely cell permeable. However, when possible, it is best to have a secondary in vitro assay to demonstrate direct molecular interactions between the LuxR-type receptor and the small molecule of interest. That said, in vitro assays have traditionally been problematic with many LuxR-type receptors, again due to the low stability of the receptor in the presence of antagonists (Welsh and Blackwell, 2016b). We wanted to circumvent this challenge in the current study, as we had chosen to study LasR agonists instead. Gratifyingly, we were able to express and purify the LasR-LBD in the presence of each member of our focused TP-type library to probe receptor:ligand interactions using differential scanning fluorimetry (DSF, see Supporting Information for methods) (Pantoliano et al., 2001; Vivoli et al., 2014). This method allows for investigation of the stability of a protein complex in vitro, and allowed us to calculate thermal transition midpoints (i.e., Tm values) for the unfolding of the different LasR-LDB:ligand complexes (Table 1). While such measurements do not provide a direct thermodynamic measure of ligand affinity, comparison of melting profiles directly reflects relative binding affinities.

We observed that the Tm values for the LasR-LBD:ligand complexes could be correlated with either weak or strong agonism by the compound in the reporter assay. Specifically, more potent ligands (EC50 ≤ 12.2 nM; 2, 1017, 22, and 23) yielded ligand-bound complexes with a 10 ºC higher average Tm value (~65 ºC) than less potent ligands (EC50 ≥ 20.5 nM (1821); average Tm value ~55 ºC). These Tm values are consistent with a model in which the more potent ligands enhance LasR-LBD thermostability more than the less potent ligands. In addition, the results of this secondary assay suggest that the compound activity measured indirectly in the cell-based reporter assay is likely produced through direct LasR:ligand interactions instead of a different, indirect mechanism.

Structural Analyses Reveal that LasR Agonists Cause Main Chain Structural Changes in the L3 Loop

We next sought to explore whether the different potencies and Tm values for individual ligands could correlate to structural changes in the LasR-LBD:ligand complexes. As crystallization of full length LasR has proven challenging (Bottomley et al., 2007; Zou and Nair, 2009), we focused our efforts on solving co-crystal structures with the LasR-LBD, and we were able to determine high-resolution structures with compounds 1017 and 19 (see Supporting Information for methods). Notably, the EC50 values for these compounds in the reporter assay spanned 3 orders of magnitude (0.674−37.6 nM), so we were hopeful that these co-crystal structures could illuminate differences in the LasR-LBD structures that reflect their different levels of potency. The high Bragg resolution limit of each of the resultant structures (between 1.63–1.90 Å), the low coordinate errors derived from Luzzati plots of the raw data, and the multiple, crystallographically independent copies of the observed structures in crystals of each complex provide strong evidence that the differences are not due to adventitious crystallographic packing or spurious electron density features.

The overall fold of the LasR-LBD complexed to each of these nine different compounds recapitulates the architecture observed for the LasR-LBD in previous studies (Fig. 2A) (Bottomley et al., 2007; Zou and Nair, 2009); however, certain compounds produced a significant deviation from prior structures at a loop encompassing residues Leu-40 through Phe-51, previously termed the L3 loop (Fig. 2B and 2C) (Zou and Nair, 2009). This region of the LasR-LBD has been previously proposed to act as a “cap” for its ligand-binding pocket, and packs closely against the ligand to form a solvent occluded hydrophobic core (Bottomley et al., 2007; Zou and Nair, 2009). We observed two disparate conformers of this region, one with the L3 loop folded “in” toward the ligand binding pocket (Fig. 2A, analogous to prior structures), and the other in which the loop was positioned away from the pocket, pointing “out” toward bulk solvent (Fig. 2B and 2C). The co-crystal structures that closely recapitulate the L3-loop position of prior LasR-LBD structures were observed for compounds 1013. These compounds were either unsubstituted (10) or 2-substituted (1113) on the third aryl ring, making them very close mimics of TP1 (2). Thus, there is close structural similarity of LasR-LBD bound to 1013 when compared to LasR-LBD:TP1 (RMSD of 0.46, 0.44, 0.51, and 0.57 Å, respectively). Indeed, the volumes of the ligand-binding pocket in each of these structures fall within the range of 906–1031 Å3, which is comparable to the volume of 909 Å3 observed in the TP1 co-crystal structure.

Figure 2.

Figure 2.

Selected views of the LasR-LBD structure with various ligands. (A) Superposition of structures of LasR-LBD:TP1 (2) (blue with structure of TP1 (2) shown in stick mode) and LasR-LBD:10 (gray). Both complexes have the L3 loop “in.” (B) Superposition of structures of LasR-LBD:TP1 (2) (blue with structure of TP1 (2) shown in stick mode) and LasR-LBD:19 (green). LasR-LBD:19 has the L3 loop “out.” (C) Closer view of the superposition of the L3 loop region of structures of LasR-LBD:10 (gray) and LasR-LBD:19 (green). (D) View of the ligand-binding site of the LasR-LBD:14 (peach) structure; 14 is represented in stick mode. (E) Superposition of the ligand-binding sites of LasR-LBD:10 (gray) and LasR-LBD:14 (brown) structures, showing the distances between the carbonyl oxygen of Tyr-47 and the corresponding bromine atoms. (F) Superposition of the ligand-binding sites of LasR-LBD:2 (protein in cyan and ligand in yellow orange) and LasR-LBD:19 (green) structures, with the water molecules from LasR-LBD:19 structure shown in red spheres.

In contrast, compounds with 4-substitution on the third aryl ring (1416) or a long alkyl chain (17) produced co-crystal structures with the alternate “out” L3 loop position, suggesting that the loop may be forced away from the ligand binding pocket to accommodate their larger steric footprints relative to compounds more similar to TP1. The 4-substituents of these compounds have hydrophobic interactions with side chains (i.e., Leu-40, Val-76, Leu-125; Fig. 2D) that are seemingly unimportant for binding 2-substituted TP analogs, and these alternate contacts may belay the maintenance of their potent LasR agonism profiles (Table 1). One particularly striking structural shift that demonstrates the significant change in the L3 loop position concerns Tyr-47, which has been proposed to interact via its backbone carbonyl with one of the bromine substituents on the central ring of TP-type compounds to shield the ligand binding pocket from water (Zou and Nair, 2009). When the loop is shifted towards the ligands (as in compounds 1013), the distance between the carbonyl oxygen of Tyr-47 and one of the bromine substituents is 3.5−3.9 Å compared to 7.8−8.2 Å when the loop is shifted out from the ligand binding pocket as in compounds 1417 (overlay of LasR with 10 and 14 shown in Fig. 2E). This outward movement of the L3 loop increases the volume of the ligand-binding pocket for compounds 1417, ranging from 1037–1250 Å3.

The disposition of the L3 loop results in ligand-binding pockets of variable sizes, and to some extent, the surface area buried by the ligand (Table 1) may be used as a proxy for favorable protein-ligand interactions, provided that a given ligand does not compromise van der Waals contacts across the entire ligand-binding pocket. For example, even though the structure with benzoate analogue 10 shows an inward L3 loop position for LasR, the lack of substituents on this ligand results in smaller buried surface area (633 Å3) than with any of the 2-substituted derivatives 1113 (655–660 Å3). Consequently, compound 10 shows a slightly lower Tm value of ~64 ºC. Likewise, the structure of LasR-LBD bound to truncated analog 19 is also notable. This derivative of TP1 lacks the third aryl ring (Table 1), making it roughly 20% smaller than the other ligands, and we observed it to be an almost full agonist of LasR albeit with only modest potency (see above). Interestingly, the co-crystal structure of Las-LBD:19 revealed an “out” conformation of the L3 loop. Interaction of LasR with 19 buries only 538 Å3 of surface area. Perhaps as a consequence of orienting this smaller ligand, we observed additional solvent molecules in the hydrophobic binding pocket (overlay of LasR:19 and LasR:TP1 (2) shown in Fig. 2F). The presence of solvent in this unfilled pocket may destabilize the overall folding of LasR, and could factor into the lower potency of 19 relative to the other compounds that we were able to co-crystallize with the receptor. In addition, the LasR-LBD:19 structure demonstrates that the two distinct conformers of the L3 loop are related to both ligand size, as seems to be the case for 1013 and 1417, and ligand potency, as observed for 19. While structural data are not available for compounds 18, 20, and 21, it is plausible that the lower Tm values measured with these ligands (~51–56 ºC) may be due to the lack of bulky substituents at position R2, which would similarly result in unfilled pockets in their respective crystals with LasR.

Structural Insights into Ligand Binding and their Link to Compound Potency

We next scrutinized the binding modes of ligands 1017 and 19 with the LasR-LBD in the co-crystal structures in more detail in order to gain possible insights into their potency differences. Overall, the poses of these molecules in the binding site were similar, and the only major differences were seen in the orientation of the aryl ring connected through the ester. Examining the unsubstituted phenyl (10) and 2-substituted phenyl compounds (1113), the ester aryl rings are aligned in the same plane and almost perfectly overlay when disregarding their differing substituents (Fig. 3A). 2-Nitrobenzoate analogue 11 and 2-cyanobenzoate analogue 13 each bound the LasR-LBD in a single orientation with their substituents facing the same direction, while 2-methoxybenzoate analogue 12 displayed two conformers in the structure with the 2-methoxyl substituents in each conformer rotated 180° (Fig. 3A). We were surprised that the potency of 13 as a LasR agonist is around a 5-fold less than that of compounds 1012, despite a near identical superposition of these different ligand structures bound to the LBD. We speculate that the reduced potency of 13 could relate to its linear and polar 2-cyano substituent pointing toward hydrophobic β-sheet 1 in LasR, as this interaction may result in weaker binding or structural destabilization (Fig. 3B). There were no direct interactions between LasR and the substituent groups at the 2-position of the ester aryl ring for compounds 1012, which is consistent with these compounds displaying similar potencies (EC50 values between 0.674–1.16 nM) despite their different substituents.

Figure 3.

Figure 3.

Selected views of ligands bound to LasR-LBD. (A) Superposition of the ligand-binding sites of LasR-LBD:1013 structures (green, cyan, purple, and yellow, respectively). (B) Superposition of the ligand-binding sites of LasR-LBD:11 (cyan) and LasR-LBD:13 (yellow) structures. The β1 strand of LasR-LBD structure is indicated. (C) Superposition of the ligand-binding sites of LasR-LBD:12 (forest green) and LasR-LBD:16 (red) structures, with the Leu-40, Val-76, and Leu-125 side chains shown in sticks. (D) Superposition of the ligand-binding sites of LasR-LBD:17 (orange) and LasR-LBD:19 (green) structures, with the Leu-40, Val-76, and Leu-125 side chains shown in sticks. (E) The ligand-binding site of LasR-LBD:11 (cyan) structure, showing the distances between the nitro oxygens of 11 and Nε1 of Trp-60.

We expected 4-substituted TP1 analogs 1416 to be too long for productive binding in the LasR ligand-binding pocket, which we postulated would perturb protein binding and/or folding. We were surprised that these compounds remained relatively potent agonists, albeit with 2 and 8-fold reduced potency when compared to their respective 2-substituted regioisomers 2 and 12. In the co-crystal structures of 1416, their binding pose was modified relative to the 2-substituted analogs 1113, with the ester aryl ring rotating close to 90° compared to 1113 (Fig. 3C). 4-Methoxybenzoate analogue 16 was the least potent LasR agonist of the 4-substituted analogs, and we propose that this may be due to the polar 4-methoxyl group of 8 pointing toward the aforementioned hydrophobic space in LasR composed of Leu-40, Tyr-47, Val-76, and Leu-125 (Fig. 3C), which may destabilize binding interactions.

Generally, “diphenyl” TP1 derivatives lacking the third phenyl ring lost appreciable potency compared to triphenyl compounds. However, in octanoate analogue 17 the third phenyl ring is replaced with an 8-carbon alkyl chain, and this ligand mimicked the potency of the triphenyl compounds in the reporter assay and by DSF. In the corresponding co-crystal structure with the LBD, the alkyl chain of 17 makes hydrophobic contacts in the region that the third aryl ring would normally occupy (Fig. 3D). These contacts may serve as an anchor for 17 and enhance its binding to LasR; this rationale then would account for the lower potency of MOM ether analogue 19 relative to 17, as 19 possesses only a short methoxymethyl ether tail (Fig. 3D). Acetate analogue 18, methyl ether analogue 20, and phenol analogue 21 also lack this alkyl anchor group. While we lack structural data for these three compounds in complex with the LasR-LBD, we hypothesize that they likely bind in an analogous manner as 19. The loss of the alkyl anchor groups in compounds 18, 20, and 21 would spare more space for accessible water molecules in the binding pockets, and solvent molecules can be observed within hydrogen-bonding distance in the structure with 19 (Fig. 2F). Bound solvent may lead to the reduced potencies of some of these compounds in the reporter assay and lower Tm values. Lastly, in 2-nitrobenzoate analogue 22 and 2-chlorobenzoate analogue 23, the R1 group was switched to chloro from nitro to compare with 2-nitrobenzoate 11 and 2-chlorobenzoate 2 (TP1), respectively, and their potencies decreased about 7-fold. Previous structural studies of LasR-LBD:TP1 showed that the replacement of a nitro group with chloride results in a loss of one of the two hydrogen bonds between the nitro group and Nε1 of Trp-60 (Zou and Nair, 2009); these two hydrogen bonds are also apparent in the structure of LasR-LBD:11 (Fig. 3E). We suspect that the loss of these hydrogen bonds to LasR is a factor in the reduced potencies of 22 and 23. Collectively, these structural studies provide a significantly expanded molecular view of how TP-type compounds bind to the LasR-LBD.

L3 Loop Flexibility Provides a Mechanism for Ligand Exchange

Based on in vitro studies, many members of the LuxR-type protein family were originally believed to require native ligand (or agonist) binding during protein translation for proper polypeptide folding to occur (Schuster et al., 2004; Zhu and Winans, 1999, 2001). However, this may not hold true for all LuxR receptors, as low levels of folded LasR has been shown to be present in heterologous expression systems even in the absence of ligand (Sappington et al., 2011). Nevertheless, the mechanism by which ligands can exchange within the LasR binding site remains unclear, as highly potent ligands such as OdDHL (1) or TP1 (2) are almost fully encapsulated within the ligand-binding pocket (see also compound 12, Fig. 4A). This encasement is partially due to the orientation of the L3 loop that caps the ligand-binding pocket. However, the structural studies described here show that when LasR binds to a subset of compounds (such as 4-methoxybenzoate analogue 16 or MOM ether analogue 19), the L3 loop is shifted out towards bulk solvent, resulting in a much more open binding pocket (Fig. 4B). Again, to some degree, the extent of the surface area buried when each of the respective compounds are engaged in the binding-pocket is reflected in the corresponding Tm values, as well as the EC50 for these ligands, with the caveats stated previously (Table 1). These data are consistent with a model in which the L3 loop serves as a molecular gate to dynamically open and close the LasR binding-pocket to provide ligand entry. The resultant pocket encapsulates ligands of suitable steric and electronic constraints to afford tight binding, whereas those that fail to meet such constraints generally show decreased potency. The dynamics of the L3 loop may also explain why the production and purification of LasR in the absence of bound ligands has been challenging (Sappington et al., 2011; Schuster et al., 2004; Zhu and Winans, 1999, 2001).

Figure 4.

Figure 4.

Molecular surface views of LasR-LBD structures. (A) Molecular surface view of LasR-LBD:12 structure (forest green) with L3 loop in light green and ligand in red. (B) 60° rotation of view in part (A) showing the front side of L3 loop. (C) Molecular surface view of LasR-LBD:16 structure (red) with L3 loop in pink and ligand in blue. (D) 60° rotation of view in part (C) showing the front side of L3 loop.

Movement of the L3 Loop May Impact the Conformation of the LBD and LBD:DBD Contacts

To further explore the relevance of the observed changes to the LasR-LBD structure upon binding various TP-type ligands of varying potency, and in lieu of a full length LasR crystal structure, we mapped these changes onto a full-length structure of another homologous LuxR-type protein found in P. aeruginosa, QscR. QscR responds to the same native ligand as LasR (OdDHL, 1), and the structure of full length QscR bound to OdDHL has been previously determined (Lintz et al., 2011). The QscR-LBD is the most similar structure to LasR-LBD (RMSD of 3.3 Å, for 142 aligned Cα atoms), and the L3 loop of both structures is located in similar positions (Fig. 5). Notably, superimposition of the QscR and LasR-LBD structures demonstrates that the L3 loop of each protein exists close to the interface between the LBD and the DBD in QscR. Structures of LasR-LBD bound with compounds 1013 possess the “in” conformation for L3 loop, and those in complex with compounds 1417 and 19 represent the “out” conformation for L3 loop. These two observed conformations of the L3 loop in crystal structures may represent dynamic movement and flexibility in response to the binding of ligands with various sizes and potencies. The subtle movement and flexibility of the L3 loop may be further involved in transducing ligand binding to structural changes in the DBD, which would configure the receptor for dimerization, DNA-binding, and transcriptional regulation in the presence of these ligands. Subtle conformation changes in the LBD resulting in dramatic DBD movement was previously noticed when comparing the CviR structure in complex with a synthetic antagonist (a chlorolactone compound, CL) and a close homolog structure (CviR’) in complex with an agonist (N-hexanoyl HL; C6-AHL) (Chen et al., 2011). The LBDs of the CviR’:C6-AHL and CviR:CL structures are very similar (RMSD of 0.94 Å, for 164 aligned Cα atoms), yet their DBDs possess distinct orientations of ~10 degrees.

Figure 5.

Figure 5.

Overlay views of LasR-LBD:19 structure onto a full length LuxR-type receptor structure. (A) Superposition of the dimer structures of LasR-LBD:19 and QscR:OdDHL (1), with LasR-LBD:19 in green, LasR-LBD L3 loop and structure of 19 in blue, QscR-LBD in wheat, QscR-DBD in olive, and QscR L3 loop and structure of OdDHL in hot pink. (B) Molecular surface view of the dimer structures of LasR-LBD:19 and QscR:OdDHL after superposition. (C) Superposition of the monomer structures of LasR-LBD:19 and QscR:OdDHL. (D) Molecular surface view of the monomer structure of LasR-LBD:19 and QscR:OdDHL after superposition. Colors in parts B–D match those in part A.

DISCUSSION

We postulated that study of LasR in complex with agonist ligands of varying potencies could provide insights into the molecular mechanisms of its activation and inactivation by non-native ligands. We developed a highly efficient route for the synthesis of TP-ligands that will accelerate analog development in the future, and identified a series of SAR data for LasR agonism by this ligand class using cell-based reporter assays. Chiefly, these SAR data demonstrated that the TP aryl ester ring is not necessary for maximal activation of LasR, as TP-ligands with (i) modifications to the phenyl substituents (1016), (ii) phenyl replacement with an alkyl chain (17), and (iii) truncations of the phenyl ring (1820) were able to elicit full or very close to full LasR agonism, albeit with minor to significant reductions in potency. We also discovered that the thermal stability of the LasR-LBD when bound to these ligands (as reported in vitro by DSF) largely increased with ligand potency (as reported in the cell-based assays), supporting a mechanism by which increased stabilization of LasR in cells is a cause for increased ligand potency. Our structural results with a series of TP-derived ligands of differing potencies bound to the LasR-LBD provide significance for the L3 loop, which has previously been viewed as a domain that nonspecifically contacts ligands. Based on our studies, movement of the L3 loop results in a change in the volume of the binding-pocket, and ligands that are fully encapsulated in the resultant pocket can demonstrate stronger LasR agonism. We note that each of the structures reported herein contain multiple, independent copies of the LasR-ligand complex in the crystallographic asymmetric unit, each of which contain a consistent orientation of L3, arguing against crystal-lattice artifacts.

Taken together, our results allowed us to put forth a model for LasR activity where the L3 loop dynamically opens and closes, and in the absence of productive ligand binding, would allow solvent into the hydrophobic ligand binding pocket leading to destabilization and unfolding. However, in complexes with ligand bound, this loop is held in a conformation that simultaneously seals the ligand-binding pocket from solvent and provokes structural changes to the DBD toward transcriptional activation. Such a mechanism is congruent with the data reported here for at least the TP-ligand class; additional studies are of course warranted to examine if this mechanism is also operative for different LasR ligand classes (such has AHLs) and for different LuxR-type receptors.

Very recently, Kim et al. reported the crystal structure of the LBD of AHL-bound and apo YenR, a LuxR-type receptor from the enteropathogen Yersinia enterocolitica (Kim et al., 2017). In these structures, the largest modifications between ligand-bound and apo YenR include (i) significant movement of a loop between Gly-129 to Ser-132 (distinct from the L3 loop) and (ii) closing of the ligand channel by way of a conformational shift of Phe-98. Beyond those changes, the tertiary structures could be closely superimposed when comparing ligand-bound and apo YenR. These findings with YenR, albeit for a different structural loop, provide general support for the plausibility of our mechanism for ligand recognition in LasR.

The results of this study are significant for several reasons. First, we have further underscored the value of the TP ligand class as a versatile and tunable scaffold for LasR agonist design. Second, we have demonstrated that our reporter assay data corroborate the thermal stability data trends for the ligands reported herein. Comparison of cell-based and in vitro assay data for synthetic LuxR-type receptor ligands is rare, as again these receptors are difficult to manipulate in vitro. Third, we have provided a considerable number of co-crystal structures (nine in total) for the LasR-LBD bound to non-native ligands. In view of the growing interest in the TP scaffold (Capilato et al., 2017; O’Brien et al., 2015; O’Reilly and Blackwell, 2016) and QS in P. aeruginosa in general (Papenfort and Bassler, 2016; Welsh and Blackwell, 2016b), these structures are of fundamental interest. Fourth, we propose a mechanism for LasR activation and signal transduction that implicates the L3 loop as a possible gatekeeper for productive protein folding, dynamically opening and closing in the absence of ligand to provide entry to the ligand-binding pocket. Notably, these insights were made possible by the study of a series of receptor agonists of differing potencies. We believe that this approach focused on receptor agonism, as opposed to antagonism, could be particularly useful for the biophysical study of LuxR-type proteins in view of the challenges of manipulating them in vitro.

STAR METHODS TEXT

KEY RESOURCES TABLE

REAGENT or RESOURCE SOURCE IDENTIFIER
Bacterial and Virus Strains
E. coli JLD271 Ahmer lab (Lindsey and Ahmer, 2005)
E. coli BL21 StarIM Nair lab (Zou and Nair, 2009)
Chemicals, Peptides, and Recombinant Proteins
Ampicillin Sigma-Aldrich A9518
3,5-dibromo-2-hydroxybenzonitrile Oakwood Chemical 034266
Gentamycin Gold Biotechnology G-400
Isopropyl β-d-1-thiogalactopyranoside (IPTG) Gold Biotechnology I2481
Kanamycin Gold Biotechnology K-120
Luria-Bertani (LB) medium Research Products International L24060
N-(3-oxo)-dodecanoyl l-homoserine lactone (OdDHL, 1) ortho-nitrophenyl-β-d-galactoside (ONPG) Sigma-Aldrich O9139
Sigma-Aldrich N1127
SYPRO Orange Sigma-Aldrich S5692
Deposited Data
Crystal structure of LasR-LBD bound to 1 (Bottomley et al. 2007) PDB: 2UV0
Crystal structure of LasR-LBD bound to 10 This paper PDB: 6D6A
Crystal structure of LasR-LBD bound to 11 This paper PDB: 6D6B
Crystal structure of LasR-LBD bound to 12 This paper PDB: 6D6C
Crystal structure of LasR-LBD bound to 13 This paper PDB: 6D6D
Crystal structure of LasR-LBD bound to 14 This paper PDB: 6D6L
Crystal structure of LasR-LBD bound to 15 This paper PDB: 6D6M
Crystal structure of LasR-LBD bound to 16 This paper PDB: 6D6N
Crystal structure of LasR-LBD bound to 17 This paper PDB: 6D6O
Crystal structure of LasR-LBD bound to 19 This paper PDB: 6D6P
Recombinant DNA
pSC11 Greenberg lab (Chugani et al. 2001)
pJN105L Greenberg lab (Lee et al. 2006)
pET100/D TOPO Nair lab (Zou and Nair, 2009)
Software and Algorithms
COOT Crystallographic Object-Oriented Toolkit https://www2.mrc-lmb.cam.ac.uk/personal/pemsley/coot/
GraphPad Prism (v. 6.0) GraphPad Software, Inc. https://www.graphpad.com/scientific-software/prism/
HKL2000 HKL Research, Inc. http://www.hkl-xray.com/
Mestrenova Mestrelab Research S. L. http://mestrelab.com/
Phenix-Phaser Python-based Hierarchical Environment for Integrated Xtallography https://www.phenix-online.org/documentation/reference/phaser.html
Phenix-Refine Python-based Hierarchical Environment for Integrated Xtallography https://www.phenix-online.org/documentation/reference/refinement.html
CCP4-PROCHECK Collaborative Computational Project No. 4 Software for Macromolecular X-Ray Crystallography http://www.ccp4.ac.uk/html/procheck_man/index.html
Pymol Schrödinger, LLC https://pymol.org/2/
XDS Package MPI for Medical Research http://xds.mpimf-heidelberg.mpg.de/

CONTACT FOR REAGENTS AND RESOURCE SHARING

Further information and requests for resources and reagents should be directed to and will be fulfilled by the Lead Contact Helen Blackwell (blackwell@chem.wisc.edu).

EXPERIMENTAL MODEL AND SUBJECT DETAILS

Microbe Strains

Bacterial strain E. coli JLD271 with plasmids pJN105 (Arabinose-inducible expression vector for lasR; pBBRMCS backbone; GentamycinR) and pSC11 (Broad host range lasI’-lacZ reporter; AmpicillinR) was used in β-galactosidase assays. Freezer stocks were maintained at −80 °C in Luria-Bertani (LB) medium and 50% glycerol. Bacterial overnight cultures were inoculated with single colonies that were isolated by streaking a freezer stock on an LB/agar (1.5%) plate with appropriate antibiotic supplements. The overnight cultures were grown Erlenmeyer flasks or 13 mm × 100 mm test tubes in a standard laboratory incubator at 37 °C with shaking (200 rpm) in LB medium (autoclave-sterilized). E. coli subcultures were grown in Erlenmeyer flasks. To minimize growth effects in 96-well plates, the following precautions were taken: (i) To reduce media evaporation, plates were incubated in stacks with “dummy plates” (containing sterile water in all wells) positioned on the top and bottom. Stacks of plates were placed in plastic containers to reduce air circulation. (ii) To reduce variation in ambient temperature, plates (including “dummy plates”) were never stacked higher than six-fold.

Bacterial strain E. coli BL21 StarIM with plasmid pET100/D-TOPO was used for LasR-LBD production and stored at −80 °C (Zou and Nair, 2009). The stock was used to inoculate 5 mL of LB medium for overnight growth at 37 °C. A 2-L volume of LB medium supplemented with 50 µg/ml kanamycin was inoculated with overnight culture and grown at 37 °C until the OD600 reached 0.4. Thereafter, 1 mg of corresponding TP-type compound was added to the culture, and the culture was allowed to grow for 20 min more. The culture was then cooled in an ice water bath for 15 min, and protein production was induced via the addition of isopropyl β-d-1-thiogalactopyranoside (IPTG; final concentration of 0.5 mM). After overnight growth at 18 °C, cells were harvested and resuspended in buffer containing 500 mM NaCl, 20 mM Tris (pH 8.0), and 10% glycerol. The resuspended cells were lysed by sonication and spun down by centrifugation, and the soluble supernatant was isolated.

METHODS DETAILS

Chemical Synthesis

All standard reagents and solvents were purchased from commercial sources (Sigma-Aldrich, TCI America, or Acros Organics) and used without further purification. Analytical thin-layer chromatography (TLC) was performed on 250 μm silica plates from Silicycle. Visualization was accomplished using UV light. Flash column chromatography was performed using Silica Gel 60 (230–400 mesh) from Macherey–Nagel. All 1H- and 13C-NMR spectra were recorded on a Bruker Avance-400 or −500 spectrometer. Chemical shifts are reported in ppm relative to residual solvent peaks as internal standards set to δ 7.26 and δ 77.16 (CDCl3) or δ 2.50 and δ 39.52 ((CD3)2SO). NMR data are reported as follows: chemical shift, multiplicity (s = singlet, d = doublet, t = triplet, q = quartet, p = pentet, br = broad, dd = doublet of doublets, dq = doublet of quartets, td = triplet of doublets, pd = pentet of doublets, m = multiplet), coupling constant (Hz), and integration. High-resolution mass spectra (HRMS) were recorded on a Q Extractive Plus Orbitrap with an electrospray ion source. Further details of chemical syntheses, as well as compound characterization data by NMR and mass spectrometry, are available in Data S1.

LasR β-Galactosidase Activity Assay

To evaluate the modulatory activities of compounds on LasR heterologously expressed in E. coli, the strain JLD271 harboring plasmids pSC11 and pJN105L was grown overnight. The overnight culture was diluted 1:10 in fresh LB medium supplemented with 100 μg/mL ampicillin and 10 μg/mL gentamicin. An appropriate amount of test compound stock solution (or OdDHL (1) stock solution for the positive control) in DMSO was added to clear 96-well microtiter plates (Costar 3370), with final DMSO concentrations not exceeding 1%. Once the subculture grew to an OD600 of ~0.25, arabinose was added to a final concentration of 4 mg/mL to induce LasR expression from the plasmid pJN105L. The subculture was dispensed in 200-μL portions into each compound-treated well of the microtiter plate. Subculture containing 1% DMSO and no added OdDHL (1) was used as a negative control for minimal LasR activity. The plates were incubated with shaking for 4 h.

The cultures were assayed for β-galactosidase activity following the Miller assay method, optimized for microtiter plates (Griffith et al., 2002). The OD600 of each well was recorded, and 50-μL aliquots from each well were transferred to the wells of a solvent-resistant 96-well microtiter plate (Costar 3879) containing 200 μL Z-buffer, 8 μL CHCl3, and 4 μL 0.1% aqueous SDS. Cells were lysed by aspirating and dispensing the mixtures 30 times with a 12-channel micropipette, after which the CHCl3 was allowed to settle for 5 minutes. A 100-μL aqueous aliquot from each well was transferred to a fresh clear-bottom 96-well microtiter plate. At t = 0 min, the assay was initiated by adding 20 μL of substrate, ortho-nitrophenyl-β-galactoside (ONPG; 4 mg/mL in phosphate buffer), to each well. This mixture was incubated at 30 °C for 30 minutes, then 50-μL aliquots of a 1 M Na2CO3 solution was added to each well, terminating the reaction.

Absorbances at 420 and 550 nm were measured for each well using a plate reader. Miller units were calculated using the following formula: 1000 × (A420 – (1.75 × A550)) × ((Time ONPG incubated with lysate in minutes)−1 × (Volume of culture lysed in mL)−1 × OD600−1). In all assays, Miller units were background-corrected relative to wells of LasR reporter subculture containing only 1% DMSO (no compound added). The OD-normalized Miller units of each compound was reported relative to the OD-normalized Miller units of a well containing enough OdDHL (1) to fully activate LasR.

All synthetic compounds were tested in technical triplicates, and ≥ 3 separate biological replicates were performed using unique cultures. EC50 values, as well as respective 95% confidence intervals (CIs), were calculated using GraphPad Prism software (v. 6.0) using a sigmoidal curve fit. The dose-response curves are available in Data S2.

Differential Scanning Fluorimetry Assay Protocol

The differential scanning fluorimetry (DSF) assay was performed according to previously published protocols using a LightCycler 480 instrument (Vivoli et al., 2014, Pantoliano et al., 2001). In brief, 20 μL samples were prepared containing individual LasR-LBD: 2, 10–23 complexes (final concentration 0.25 mg/mL) and SYPRO Orange (5000× concentrate in DMSO; final concentration 5×). All samples were transferred into clear 96-well plates for thermal denaturation and fluorescence detection measurements. Thermal denaturation was achieved by heating up the plate from 25 to 95 ºC in a linear gradient over 1 h. The specific fluorescence was recorded, and the Tm for each complex was calculated. All experiments were performed in triplicate.

Purification and Crystallization of LasR-LBD:Compound Complexes

Each recombinant protein sample was purified from the above clarified supernatant using immobilized metal affinity chromatography (IMAC) charged with nickel sulfate. After elution, the His-tag was removed using PreScission Protease, and the protein was further purified by size exclusion chromatography (Superdex HiLoad 75 16/60, GE Healthcare) in 100 mM KCl, 20 mM HEPES (pH 7.5) buffer. The final concentration of purified protein was quantified by Bradford analysis (Thermo Scientific).

Each purified recombinant protein complex was subjected to crystallization using hanging drop vapor diffusion. In brief, 1 μL of protein solution (8-10 mg/mL) was mixed with 1 μL precipitant solution containing 80 mM calcium acetate, 40 mM HEPES (pH 7.3), 3 mM dithiothreitol, and 16% polyethylene glycol 4000. Crystallization trays were stored at 9 °C, and crystals reached their maximum size after 2–7 days. Crystals of each complex were equilibrated with the precipitant solution supplemented with 30% of ethylene glycol, prior to vitrification by direct immersion in liquid nitrogen. Crystals suitable for X-ray diffraction were obtained with LasR-LBD:1017 and 19.

Data Collection, Structure Determination, and Refinement

All diffraction data were collected on insertion device synchrotron beam lines (LS-CAT Sector 21 ID-F and ID-G, Advanced Photon Source, Argonne, IL). All data were indexed and scaled using either the HKL2000 or XDS package. Crystallographic phases were determined by the molecular replacement method as implemented in Phenix-Phaser using the coordinates of the previously solved 1.8 Å LasR-LBD structure without any water molecules or bound ligands (PDB Code = 2UV0). For each structure, iterative model building was carried out using Phenix-refine and further improved by manual fitting and adjustment using COOT. Crossvalidation, using 5% of the data for the calculation of the free R factor, was utilized throughout model building process in order to monitor building bias. The stereochemistry of all of the models was routinely monitored throughout the course of refinement using CCP4-PROCHECK. Relevant data collection and refinement parameters are listed in Supplemental Table S1, and stereo-views of electron density maps of the structures are shown in Supplemental Figure S1.

QUANTIFICATION AND STATISTICAL ANALYSIS

LasR agonism data were analyzed in GraphPad Prism (v. 6.0) using built in algorithms. EC50 values were obtained in technical triplicates, and ≥ 3 separate biological replicates were performed using unique cultures. The values, as well as respective 95% confidences intervals (CIs), were calculated using a sigmoidal curve fit.

The Buried Surface Area (BSA, Å2) of each structure was calculated using the PDBePISA web tool (Protein Data Bank in Europe-Proteins, Interfaces, Structures and Assemblies, http://www.ebi.ac.uk/msd-srv/prot_int/cgi-bin/piserver). In general, a monomer PDB file of each LasR structure (including the ligand coordinates) was uploaded to the web tool and the BSA was calculated.

DATA AND SOFTWARE AVAILABILITY

All crystallographic coordinates of the protein structures presented herein have been deposited in and are freely available from the Protein Data Bank (www.rcsb.org).

Supplementary Material

SI

SIGNIFICANCE.

Quorum sensing plays a prominent role in the virulence of P. aeruginosa and other common bacterial pathogens, and methods to circumvent this cell-cell signaling network have attracted interest as a route to block infection. Synthetic molecules have been developed that antagonize the LasR receptor, yet the modes by which these compounds interact with LasR are largely unknown. A detailed understanding of the ligand:receptor interface and structural changes that occur upon binding would transform the development of ligands to target this receptor. The instability of LasR (and other related LuxR-type homologs), however, in the presence of antagonists has thwarted such investigations. The current study pivoted the focus from LasR antagonists to LasR agonists of varied potencies, as we reasoned that studying a spectrum of LasR:agonist complexes could provide a portal into the mechanisms by which this receptor interacts with non-native ligands, whilst maintaining sufficient protein stability for in vitro work. A focused library of agonist ligands based on a known triphenyl ligand scaffold were efficiently synthesized, characterized for LasR activation using cell-based and in vitro assays, and submitted to X-ray crystallography in complex with the LasR ligand-binding domain (LBD). The collective results revealed a likely functional role for the L3 loop, which in prior studies had been implicated in non-specific interactions with ligand. Our studies identify that this loop can adopt different conformations, and ligands that are poised for optimal contacts with the resultant binding pocket show greater agonism that those that do not. These data for the L3 loop prompt a proposal for LasR ligand recognition and subsequent activation, and suggest a plausible pathway by which agonists stabilize and antagonists destabilize LasR, respectively. Moreover, this work provides a basis for next-generation LasR ligand design that specifically optimizes contact with the receptor in light of the L3 loop conformation.

ACKNOWLEDGEMENTS

Financial support for this work was provided by the NIH (R01 GM109403 to H.E.B.). M.C.O acknowledges support from the Arnold and Mabel Beckman Foundation through an Arnold O. Beckman Postdoctoral Fellowship. NMR and MS instrumentation at UW–Madison are supported by the NSF (CHE-1048642 and CHE-0342998) and the NIH (1S10 0D020022), respectively, and a generous gift from Paul J. Bender. We thank Keith Brister and colleagues for facilitating data collection at LS-CAT (Argonne National Labs, IL).

Footnotes

DECLARATION OF INTERESTS

The authors declare no competing interests.

REFERENCES

  1. Amara N, Krom BP, Kaufmann GF, and Meijler MM (2011). Macromolecular inhibition of quorum sensing: enzymes, antibodies, and beyond. Chem Rev 111, 195–208. [DOI] [PubMed] [Google Scholar]
  2. Amara N, Mashiach R, Amar D, Krief P, Spieser SA, Bottomley MJ, Aharoni A, and Meijler MM (2009). Covalent inhibition of bacterial quorum sensing. J Am Chem Soc 131, 10610–10619. [DOI] [PubMed] [Google Scholar]
  3. Asfahl KL, and Schuster M (2018). Additive Effects of Quorum Sensing Anti-Activators on Pseudomonas aeruginosa Virulence Traits and Transcriptome. Frontiers in Microbiology 8, DOI: 10.3389/fmicb.2017.02654. [DOI] [PMC free article] [PubMed] [Google Scholar]
  4. Bottomley MJ, Muraglia E, Bazzo R, and Carfi A (2007). Molecular insights into quorum sensing in the human pathogen Pseudomonas aeruginosa from the structure of the virulence regulator LasR bound to its autoinducer. J Biol Chem 282, 13592–13600. [DOI] [PubMed] [Google Scholar]
  5. Caddick S, Judd DB, Lewis AKD, Reich MT, and Williams MRV (2003). A generic approach for the catalytic reduction of nitriles. Tetrahedron 59, 5417–5423. [Google Scholar]
  6. Capilato JN, Philippi SV, Reardon T, McConnell A, Oliver DC, Warren A, Adams JS, Wu C, and Perez LJ (2017). Development of a novel series of non-natural triaryl agonists and antagonists of the Pseudomonas aeruginosa LasR quorum sensing receptor. Bioorg Med Chem 25, 153–165. [DOI] [PubMed] [Google Scholar]
  7. Chen G, Swem LR, Swem DL, Stauff DL, O’Loughlin CT, Jeffrey PD, Bassler BL, and Hughson FM (2011). A Strategy for Antagonizing Quorum Sensing. Mol Cell 42, 199–209. [DOI] [PMC free article] [PubMed] [Google Scholar]
  8. Chugani SA, Whiteley M, Lee KM, D’Argenio D, Manoil C, and Greenberg EP (2001). QscR, a modulator of quorum-sensing signal synthesis and virulence in Pseudomonas aeruginosa. Proc Natl Acad Sci U S A 98, 2752–2757. [DOI] [PMC free article] [PubMed] [Google Scholar]
  9. Churchill MEA, and Chen L (2011). Structural Basis of Acyl-homoserine Lactone-Dependent Signaling. Chem Rev 111, 68–85. [DOI] [PMC free article] [PubMed] [Google Scholar]
  10. Galloway WR, Hodgkinson JT, Bowden S, Welch M, and Spring DR (2012). Applications of small molecule activators and inhibitors of quorum sensing in Gram-negative bacteria. Trends Microbiol 20, 449–458. [DOI] [PubMed] [Google Scholar]
  11. Galloway WR, Hodgkinson JT, Bowden SD, Welch M, and Spring DR (2011). Quorum sensing in Gram-negative bacteria: small-molecule modulation of AHL and AI-2 quorum sensing pathways. Chem Rev 111, 28–67. [DOI] [PubMed] [Google Scholar]
  12. Gerdt JP, and Blackwell HE (2014). Competition studies confirm two major barriers that can preclude the spread of resistance to quorum-sensing inhibitors in bacteria. ACS Chem Biol 9, 2291–2299. [DOI] [PMC free article] [PubMed] [Google Scholar]
  13. Gerdt JP, McInnis CE, Schell TL, Rossi FM, and Blackwell HE (2014). Mutational analysis of the quorum-sensing receptor LasR reveals interactions that govern activation and inhibition by nonlactone ligands. Chem Biol 21, 1361–1369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  14. Geske GD, O’Neill JC, Miller DM, Mattmann ME, and Blackwell HE (2007). Modulation of bacterial quorum sensing with synthetic ligands: systematic evaluation of N-acylated homoserine lactones in multiple species and new insights into their mechanisms of action. J Am Chem Soc 129, 13613–13625. [DOI] [PMC free article] [PubMed] [Google Scholar]
  15. Griffith KL, Shah IM, Myers TE, O’Neill MC, and Wolf RE Jr. (2002). Evidence for “pre-recruitment” as a new mechanism of transcription activation in Escherichia coli: the large excess of SoxS binding sites per cell relative to the number of SoxS molecules per cell. Biochem Biophys Res Commun 291, 979–986. [DOI] [PubMed] [Google Scholar]
  16. Hodgkinson JT, Galloway WR, Wright M, Mati IK, Nicholson RL, Welch M, and Spring DR (2012). Design, synthesis and biological evaluation of non-natural modulators of quorum sensing in Pseudomonas aeruginosa. Org Biomol Chem 10, 6032–6044. [DOI] [PubMed] [Google Scholar]
  17. Kim Y, Chhor G, Tsai CS, Fox G, Chen CS, Winans NJ, Jedrzejczak R, Joachimiak A, and Winans SC (2017). X-ray crystal structures of the pheromone-binding domains of two quorum-hindered transcription factors, YenR of Yersinia enterocolitica and CepR2 of Burkholderia cenocepacia. Proteins 85, 1831–1844. [DOI] [PMC free article] [PubMed] [Google Scholar]
  18. Lee JH, Lequette Y, and Greenberg EP (2006). Activity of purified QscR, a Pseudomonas aeruginosa orphan quorum-sensing transcription factor. Mol Microbiol 59, 602–609. [DOI] [PubMed] [Google Scholar]
  19. Lindsay A, and Ahmer BM (2005). Effect of sdiA on biosensors of N-acylhomoserine lactones. J Bacteriol 187, 5054–5058. [DOI] [PMC free article] [PubMed] [Google Scholar]
  20. Lintz MJ, Oinuma K, Wysoczynski CL, Greenberg EP, and Churchill ME (2011). Crystal structure of QscR, a Pseudomonas aeruginosa quorum sensing signal receptor. Proc Natl Acad Sci U S A 108, 15763–15768. [DOI] [PMC free article] [PubMed] [Google Scholar]
  21. Lyczak JB, Cannon CL, and Pier GB (2000). Establishment of Pseudomonas aeruginosa infection: lessons from a versatile opportunist. Microbes Infect 2, 1051–1060. [DOI] [PubMed] [Google Scholar]
  22. Mellbye B, and Schuster M (2011). The sociomicrobiology of antivirulence drug resistance: a proof of concept. MBio 2, e00131–00111. [DOI] [PMC free article] [PubMed] [Google Scholar]
  23. Moore JD, Rossi FM, Welsh MA, Nyffeler KE, and Blackwell HE (2015). A Comparative Analysis of Synthetic Quorum Sensing Modulators in Pseudomonas aeruginosa: New Insights into Mechanism, Active Efflux Susceptibility, Phenotypic Response, and Next-Generation Ligand Design. J Am Chem Soc 137, 14626–14639. [DOI] [PMC free article] [PubMed] [Google Scholar]
  24. Muh U, Hare BJ, Duerkop BA, Schuster M, Hanzelka BL, Heim R, Olson ER, and Greenberg EP (2006). A structurally unrelated mimic of a Pseudomonas aeruginosa acyl-homoserine lactone quorum-sensing signal. Proc Natl Acad Sci U S A 103, 16948–16952. [DOI] [PMC free article] [PubMed] [Google Scholar]
  25. Müh U, Schuster M, Heim R, Singh A, Olson ER, and Greenberg EP (2006). Novel Pseudomonas aeruginosa quorum-sensing inhibitors identified in an ultra-high-throughput screen. Antimicrob Agents Chemother 50, 3674–3679. [DOI] [PMC free article] [PubMed] [Google Scholar]
  26. O’Brien KT, Noto JG, Nichols-O’Neill L, and Perez LJ (2015). Potent Irreversible Inhibitors of LasR Quorum Sensing in Pseudomonas aeruginosa. ACS Med Chem Lett 6, 162–167. [DOI] [PMC free article] [PubMed] [Google Scholar]
  27. O’Loughlin CT, Miller LC, Siryaporn A, Drescher K, Semmelhack MF, and Bassler BL (2013). A quorum-sensing inhibitor blocks Pseudomonas aeruginosa virulence and biofilm formation. Proc Natl Acad Sci U S A 110, 17981–17986. [DOI] [PMC free article] [PubMed] [Google Scholar]
  28. O’Reilly MC, and Blackwell HE (2016). Structure-Based Design and Biological Evaluation of Triphenyl Scaffold-Based Hybrid Compounds as Hydrolytically Stable Modulators of a LuxR-Type Quorum Sensing Receptor. ACS Infect Dis 2, 32–38. [DOI] [PMC free article] [PubMed] [Google Scholar]
  29. Pantoliano MW, Petrella EC, Kwasnoski JD, Lobanov VS, Myslik J, Graf E, Carver T, Asel E, Springer BA, Lane P, et al. (2001). High-density miniaturized thermal shift assays as a general strategy for drug discovery. J Biomol Screen 6, 429–440. [DOI] [PubMed] [Google Scholar]
  30. Papenfort K, and Bassler BL (2016). Quorum sensing signal-response systems in Gram-negative bacteria. Nat Rev Microbiol 14, 576–588. [DOI] [PMC free article] [PubMed] [Google Scholar]
  31. Rutherford ST, and Bassler BL (2012). Bacterial quorum sensing: its role in virulence and possibilities for its control. Cold Spring Harb Perspect Med 2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  32. Sappington KJ, Dandekar AA, Oinuma K, and Greenberg EP (2011). Reversible signal binding by the Pseudomonas aeruginosa quorum-sensing signal receptor LasR. mBio 2, e00011–00011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  33. Schuster M, Sexton DJ, Diggle SP, and Greenberg EP (2013). Acyl-homoserine lactone quorum sensing: from evolution to application. Annu Rev Microbiol 67, 43–63. [DOI] [PubMed] [Google Scholar]
  34. Schuster M, Urbanowski ML, and Greenberg EP (2004). Promoter specificity in Pseudomonas aeruginosa quorum sensing revealed by DNA binding of purified LasR. Proc Natl Acad Sci U S A 101, 15833–15839. [DOI] [PMC free article] [PubMed] [Google Scholar]
  35. Smith KM, Bu Y, and Suga H (2003a). Library Screening for Synthetic Agonists and Antagonists of a Pseudomonas aeruginosa Autoinducer. Chem Biol 10, 563–571. [DOI] [PubMed] [Google Scholar]
  36. Smith KM, Bu YG, and Suga H (2003b). Induction and inhibition of Pseudomonas aeruginosa quorum sensing by synthetic autoinducer analogs. Chem Biol 10, 81–89. [DOI] [PubMed] [Google Scholar]
  37. Suneby EG, Herndon LR, and Schneider TL (2017). Pseudomonas aeruginosa LasR.DNA Binding Is Directly Inhibited by Quorum Sensing Antagonists. ACS Infect Dis 3, 183–189. [DOI] [PubMed] [Google Scholar]
  38. Vivoli M, Novak HR, Littlechild JA, and Harmer NJ (2014). Determination of protein-ligand interactions using differential scanning fluorimetry. J Vis Exp, 51809.. [DOI] [PMC free article] [PubMed] [Google Scholar]
  39. Welsh MA, and Blackwell HE (2016a). Chemical Genetics Reveals Environment-Specific Roles for Quorum Sensing Circuits in Pseudomonas aeruginosa. Cell Chem Biol 23, 361–369. [DOI] [PMC free article] [PubMed] [Google Scholar]
  40. Welsh MA, and Blackwell HE (2016b). Chemical probes of quorum sensing: from compound development to biological discovery. FEMS Microbiol Rev 40, 774–794. [DOI] [PMC free article] [PubMed] [Google Scholar]
  41. Whiteley M, Diggle SP, and Greenberg EP (2017). Progress in and promise of bacterial quorum sensing research. Nature 551, 313–320. [DOI] [PMC free article] [PubMed] [Google Scholar]
  42. Zakhari JS, Kinoyama I, Struss AK, Pullanikat P, Lowery CA, Lardy M, and Janda KD (2011). Synthesis and Molecular Modeling Provide Insight into a Pseudomonas aeruginosa Quorum Sensing Conundrum. J Am Chem Soc 133, 3840–3842. [DOI] [PMC free article] [PubMed] [Google Scholar]
  43. Zhu J, and Winans SC (1999). Autoinducer binding by the quorum-sensing regulator TraR increases affinity for target promoters in vitro and decreases TraR turnover rates in whole cells. Proc Natl Acad Sci U S A 96, 4832–4837. [DOI] [PMC free article] [PubMed] [Google Scholar]
  44. Zhu J, and Winans SC (2001). The quorum-sensing transcriptional regulator TraR requires its cognate signaling ligand for protein folding, protease resistance, and dimerization. Proc Natl Acad Sci U S A 98, 1507–1512. [DOI] [PMC free article] [PubMed] [Google Scholar]
  45. Zou Y, and Nair SK (2009). Molecular basis for the recognition of structurally distinct autoinducer mimics by the Pseudomonas aeruginosa LasR quorum-sensing signaling receptor. Chem Biol 16, 961–970. [DOI] [PMC free article] [PubMed] [Google Scholar]

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