Abstract
GPR34 is a recently identified G-protein coupled receptor, which has an immunomodulatory role and recognizes lysophosphatidylserine (LysoPS) as a putative ligand. Here, we report cryo-electron microscopy structures of human GPR34-Gi complex bound with one of two ligands bound: either the LysoPS analogue S3E-LysoPS, or M1, a derivative of S3E-LysoPS in which oleic acid is substituted with a metabolically stable aromatic fatty acid surrogate. The ligand-binding pocket is laterally open toward the membrane, allowing lateral entry of lipidic agonists into the cavity. The amine and carboxylate groups of the serine moiety are recognized by the charged residue cluster. The acyl chain of S3E-LysoPS is bent and fits into the L-shaped hydrophobic pocket in TM4-5 gap, and the aromatic fatty acid surrogate of M1 fits more appropriately. Molecular dynamics simulations further account for the LysoPS-regioselectivity of GPR34. Thus, using a series of structural and physiological experiments, we provide evidence that chemically unstable 2-acyl LysoPS is the physiological ligand for GPR34. Overall, we anticipate the present structures will pave the way for development of novel anticancer drugs that specifically target GPR34.
Subject terms: Cryoelectron microscopy, Medicinal chemistry, G protein-coupled receptors
GPR34 is a GPCR which has an immunomodulatory role and recognizes lysophosphatidylserine (LysoPS) as a putative endogenous ligand. Here, authors report two cryo-EM structures of human GPR34-Gi complex with one of two ligands bound: either the LysoPS analogue S3E-LysoPS, or its derivative M1.
Introduction
GPR34 is a G-protein coupled receptor (GPCR) that is evolutionarily conserved in vertebrates1–3 and shows a high degree of homology to P2Y family members. In various species, GPR34 is expressed in a wide range of tissues and cells, including immune cells, such as microglia4,5, macrophages6, type 3 innate lymphoid cells7, platelets, and dendritic cells8. Previous studies have indicated that GPR34 is involved in numerous processes, which include the repair of damaged tissues by type 3 innate lymphoid cells7, activation of microglial phagocytosis9, neuropathy pain onset10, dendritic cell survival8, and suppression of infection11. Despite these myriad functions, the essential roles of GPR34 remain to be elucidated, primarily due to a lack of consensus regarding the identity of endogenous GPR34 ligands. Two previous studies by Kitamura et al.1. and Sugo et al.12. identified lysophosphatidylserine (LysoPS) as the GPR34 ligand. This finding prompted Makide et al.13. to propose renaming GPR34 as LPS1 or LPSR1, similarly as lysophosphatidic acid receptors (LPA1–6). Other such LysoPS receptors, including P2Y10 (LPS2) and GPR174 (LPS3), have also been identified14. However, the question of whether LysoPS is truly the physiological ligand for GPR34 remains controversial. In particular, Liebscher and colleagues were unable to replicate the finding by Sugo et al.12. that LysoPS activates mouse and human GPR34 in cAMP inhibition assays11. Interestingly, however, the same group showed that two GPR34s from carp fish nicely respond to LysoPS in the same assay2. Thus, further work is needed to confirm the identity of the physiological ligand for GPR34, and one possible approach is via the structural determination of the GPR34–LysoPS complex.
LysoPS consists of L-serine and fatty acid moieties connected to a central glycerol molecule by phosphodiester and ester linkages, respectively. Our previous ligand structure–activity-relationship (SAR) studies using chemically modified LysoPS have demonstrated that both the serine and lipid moieties are required for GPR34 activation15–17. Physiologically, LysoPS is generated when phosphatidylserine-specific phospholipase A1 (PS-PLA1) hydrolyses PS at the sn-1 position to produce sn-2 LysoPS (Fig. 1a)18; sn-1 LysoPS is then easily formed by non-enzymatic migration of the ester19. Thus, both sn-1 and sn-2 LysoPS are found in mammals and are biologically active. Notably, GPR34 regio-selectively prefers LysoPS with an unsaturated fatty acid at the sn-2 position1. Similar regioselectivity was also observed for other lysophospholipid-sensing GPCRs such as LPA320 and LPA621. Indeed, we previously performed SAR studies with synthetic LysoPS analogues that mimic sn-1 and sn-2 LysoPS and, in doing so, identified GPR34-, P2Y10-, and GPR174-selective agonists. Moreover, although the in vivo existence and biological activities of sn-3 lysophospholipids remain enigmatic, we synthesized LysoPS analogues with the sn-3 configuration and found that these show high potency and selectivity for GPR3422. In one case, by replacing the fatty acid with an aromatic group, we succeeded in developing a potent and metabolically stable GPR34 agonist, named M122 (Fig. 1a). Critically, such sn-3 LysoPS derivatives represent valuable tools and may hold potential as therapeutic agonists of GPR34.
Previous reports have suggested an immunomodulatory role for GPR34 signalling7,9,11; however, as noted above, it remains elusive whether LysoPS is a genuine in vivo ligand for GPR34, or how LysoPS activates GPR34 at the molecular level, limiting the drug development of the GPR34-targeting strategy. Here, we report two cryo-electron microscopy (cryo-EM) structures of human GPR34-Gi complex bound to an sn-3 LysoPS derivative and the potent M1 agonist. These structures, combined with results from molecular dynamics (MD) simulations, reveal the regioselectivity of LysoPS, the lipid-mimetic binding of stable agonist, and the distinct G-protein coupling mode.
Results
Overall structures
GPR34 agonists used in this study are shown in Fig. 1a. Depending on the fatty acid position in the glycerol backbone, LysoPS molecules are classified into one of three types (sn-1, sn-2 or sn-3)22. The IUPAC names with the definitions of the compounds are summarized in the figure legend of Fig. 1a. S3E-LysoPS is an analogue of sn-3-type 18:1 LysoPS, with an ethoxy group at the sn-1 position. M1 is an analogue of S3E-LysoPS, in which the fragile oleic acid is substituted with a more metabolically stable aromatic fatty acid surrogate (i.e., three tandemly linked phenyl groups, with two ether bonds)22. These compounds have been reported to function as potent agonists of GPR34.
Full-length human GPR34 for cryo-EM analysis was expressed in HEK293 cells and purified with S3E-LysoPS or M1. Receptor was then incubated with the Gi heterotrimer (Gαi1, Gβ1, and Gγ2) and scFv16, which stabilizes GPCR-Gi complex formation, and the complex was purified by anti-Flag affinity and size exclusion chromatography. We then determined the structures of S3E-LysoPS- and M1-bound GPR34-Gi complexes at nominal global resolutions of 3.3 Å and 2.8 Å, respectively (Fig. 1b, c, Supplementary Fig. 1, and Supplementary Table 1). Local refinement with the mask of the receptor improved local resolution of the extracellular half of the receptor, and the resulting cryo-EM maps allowed modelling of the entire complexes, including agonists (Supplementary Fig. 2).
GPR34 adopts the canonical GPCR topology of a heptahelical transmembrane bundle (7TM), with an extracellular N-terminus, three extracellular loops (ECLs), three intracellular loops (ICLs), and a short amphipathic helix 8 (H8) oriented parallel to the membrane (Fig. 2a). In GPR34, the conserved P5.50 (superscripts indicate Ballesteros–Weinstein numbers23) is replaced by I2305.50, and thus, the transmembrane helix TM5 forms a straight helix. The N-terminus is anchored to TM7 by the disulfide bond C46N-ter–C2997.25 (Fig. 2b), which is conserved in 15% of class A GPCRs24,25. ECL2 (residues 196–213) adopts a U-shape with the TM4–5 side open (Fig. 2b) and is anchored by the disulfide bond C1273.25–C204ECL2, which is highly conserved in class A GPCRs26. ECL2 fills the transmembrane pocket facing toward the extracellular side and provides extensive interactions with TM2–6 (Fig. 2b). Specifically, F205ECL2 protrudes into the pocket, and H206ECL2 and K210ECL2 form salt bridges with E501.28 and E2165.36, respectively. The backbone carbonyl groups in ECL2 form hydrogen bonds with residues in TM2, 3, and 6. The tightly packed ECL2 limits the space within the transmembrane pocket and constitutes the ligand-binding site.
The S3E-LysoPS binding mode
The ligand-binding pocket of GPR34 extends from the centre of ECL2 to the middle of TM4–5, forming an ~25-Å cleft that is laterally open toward the membrane (Fig. 2c). S3E-LysoPS fits into this cleft, oblique to the receptor (Fig. 2c, d). The ligand-binding pocket further consists of both hydrophilic and hydrophobic pockets. The hydrophilic pocket is the canonical GPCR ligand-binding site, composed of TM2, TM3, TM5–7, and ECL2, whereas the hydrophobic pocket consists of TM4 and TM5. The head group and the acyl chain of S3E-LysoPS fit within the hydrophilic and hydrophobic pockets, respectively.
Y1353.33, F205ECL2, Y207 ECL2, and Y2896.58 create the bottom and sides of the hydrophilic pocket (Fig. 2e), with tilted T-shaped π-π stacking between Y207 ECL2 and Y2896.58. The head group of S3E-LysoPS fits into the pocket, with a U-shaped conformation. The phosphate group engages in electrostatic interactions with the positively charged residues, R1102.60, R208ECL2, and K210ECL2, but does not form direct interactions, such as hydrogen bonds. Moreover, the carboxylate of the serine moiety forms a direct salt bridge with R2866.55 and hydrogen bonds with Y1353.33 and N3097.35. The amine group forms an electrostatic interaction with E3107.36 and a hydrogen bond with the backbone carbonyl group of F205ECL2. Of note, the oxygen atom in the sn-3 position forms a hydrogen bond with N2205.40, whereas the ethoxy group in the sn-1 position has less contact with the receptor than the other moieties. Overall, these data suggest that GPR34 more firmly recognizes to the amine and carboxylate groups of the serine moiety rather than the phosphate group.
The hydrophobic pocket consists of a gap between the extracellular halves of TM4 and TM5 (TM4–5 gap; Fig. 2f). This gap is wider than those in the EDG family members of lipid receptors and the phylogenetically related P2Y receptor (P2Y12), owing to different positions of TM427–31 (Supplementary Fig. 3a–g). However, a similarly wide gap is observed in the structure of the non-EDG LPA receptor LPA625 (Supplementary Fig. 3b, c). In GPR34, the gap is composed of hydrophobic residues in TM4 and TM5. Notably, TM5 contains the bulky residues F2195.39 and L2235.43, whereas the opposite position in TM4 has the small residues A1824.53 and G1854.56 (Fig. 2f), resulting in formation of an L-shaped hydrophobic pocket (Fig. 2d, f). The acyl chain of S3E-LysoPS is bent at the cis-9 double bond and fits along the L-shaped pocket. Consequently, the C1–C9 chain is exposed to the membrane environment, consistent with a previous study reporting that GPR34 is activated by LysoPS analogues attached to alkoxy amine chains with various hydrophobic tail lengths32.
To validate the observed agonist interactions, we mutated receptor residues involved in S3E-LysoPS binding. Within the hydrophilic pocket, alanine mutants of the four aromatic residues Y1353.33, F205ECL2, Y207ECL2, and Y2896.58, which are critical for hydrophilic pocket formation, reduced potency of S3E-LysoPS (pEC50) by over 100-fold (Fig. 2g, Supplementary Fig. 4a, b, and Supplementary Table 2). Moreover, R2866.55A mutation abolishes agonist response, whereas alanine mutations of R208ECL2, N3097.35, and E3107.36 reduced potency by ~10–30-fold. These observations are consistent with the fact that residues involved in head group recognition are highly conserved among vertebrates, indicating their functional importance for LysoPS receptors (Supplementary Fig. 5a, b). In contrast, alanine mutations in the hydrophobic pocket only reduced potency by up to 4-fold (Fig. 2g, Supplementary Fig. 4a, b, and Supplementary Table 2). These hydrophobic pocket residues are less highly conserved compared to those in the hydrophilic pocket, suggesting there is no strict spatial requirement to accommodate the acyl chain.
Ligand access
The ligand-binding pocket of GPR34 is open toward both the membrane and extracellular space (Fig. 2c, d), suggesting that the ligand can enter the pocket laterally from the membrane and from the extracellular medium32. Unlike other lysophospholipids, such as LPA and S1P, which are both present in relatively high amounts as carrier-bound forms in extracellular fluids, LysoPS concentration in extracellular fluids is too low to activate receptors33. In addition, LysoPS is produced from PS by the extracellular enzyme PS-PLA1 in the outer leaflet of the plasma membrane19, with no known pathways for production in the extracellular fluid. Interestingly, when added to the medium, recombinant PS-PLA1 protein activates GPR34 at the cellular level34 (Supplementary Fig. 6a). Under these conditions, LysoPS is not present in the medium but, rather, is associated with cells (Supplementary Fig. 6b, c). When albumin, which can extract lysophospholipids from the membrane, is added simultaneously, PS-PLA1-induced GPR34 activation is dramatically weakened (Supplementary Fig. 6a, d), indicating that membrane-associated LysoPS, but not albumin-bound LysoPS, is capable of activating GPR34. Further, a PS-PLA1 S166A mutant, which has no enzyme activity, only weakly activates GPR34 (Supplementary Fig. 6a). These results, together with a ligand pocket open to the membrane, suggest that LysoPS enters the pocket laterally when produced on the outer leaflet of the plasma membrane by PS-PLA1. Moreover, albumin effectively inhibits M1-induced GPR34 activation in a dose-dependent manner (Supplementary Fig. 6e-g), suggesting lateral access of the synthetic GPR34 agonist, in addition to extracellular access.
To further investigate the lateral access, we generated three mutant GPR34 constructs, A182W, G185F, and G185W, which are designed to close the TM4-5 gap. The three mutants showed the same expression levels (Supplementary Fig. 6h) and responses to S3E-LysoPS (each 1 μM) similar to the wild-type GPR34 (Supplementary Fig. 6h). Among the mutants, the G185F mutant was activated by the recombinant PS-PLA1 protein to the same extent as the wild-type GPR34 (Supplementary Fig. 6i). By contrast, neither A182W nor G185W was activated by the recombinant PS-PLA1 protein. These facts that G182W and G185W were activated by S3E-LysoPS, but not by PS-PLA1, can be interpreted as follows: The bulky tryptophan side chain prevented the ligand’s lateral access but not its access from outside of the cell. Thus, PS-PLA1 may be the only LysoPS-producing enzyme that provides the ligand to GPR34. Accordingly, although LysoPS can access GPR34 from both the outer open space of the cell and laterally through the membrane, the LysoPS produced by PS-PLA1 in the plasma membrane of GPR34-expressing cells migrates laterally in the plane of the plasma membrane to access GPR34.
M1 binding mode
We next analysed the GPR34 structure bound to M1, the metabolically stable S3E-LysoPS analogue22. The overall structure of the M1-bound receptor superimposes well on the S3E-LysoPS-bound structure, with a root-mean-square deviation (RMSD) of 0.73 Å (Fig. 3a). M1 binds to the hydrophilic and hydrophobic pockets in a pose similar to that of S3E-LysoPS, and the head groups of M1 and S3E-LysoPS form comparable interactions with the hydrophilic pocket (Fig. 3b). Compared with the S3E-LysoPS-bound form, the extracellular portion of TM4 is displaced outwardly by 2.6 Å (Fig. 3a), due to key differences in the hydrophobic pockets. Here, the three aromatic rings of M1 (ring1, ring2, and ring3) are accommodated in the TM4–5 gap (Fig. 3c, d), with ring1 and ring3 oriented perpendicular to ring2. The bend between ring2 and ring3 fits along the L-shaped hydrophobic pocket, which superimposes with the position of the cis-9 double bond of 18:1 in S3E-LysoPS17. These aromatic moieties tightly interact with the receptor by stacking interactions with F2195.39 and L2235.43 (Fig. 3a). Overall, the larger opening of the TM4–5 gap accommodates the bulky aromatic groups of M1 well.
As for S3E-LysoPS, we mutated the residues involved in the M1 binding and observed overall effects is similar to those detected with S3E-lysoPS (Fig. 3e, Supplementary Fig. 4a, b, and Supplementary Table 2). However, within the hydrophobic pocket, F2195.39A mutation increased the potency of M1, suggesting that its bulkiness is not essential for M1 binding. In contrast, L2235.43A mutation reduces potency by 10-fold (Fig. 3e), suggesting that the L-shaped hydrophobic constriction formed by L2235.43 provides the necessary environment for binding M1, but not S3E-LysoPS.
Validation of agonist binding modes by MD simulations
To validate the observed agonist binding modes, we performed 1-μs MD simulations of receptor–ligand complexes in a 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC) lipid bilayer environment. During the simulations, interactions between phosphoserines and receptors, observed in the cryo-EM structure are stably maintained for both sn-3 LysoPS derivatives: S3E-LysoPS and M1 (Fig. 4a, b, Supplementary Fig. 7a, b, Supplementary Movie 1, and Supplementary Discussion). The present results further suggest that anionic charge repulsion between the phosphate (PO-) and serine CO2- moieties could contribute to a preference for the U-shaped conformation of the hydrophilic portions of these ligands during the binding process. Metadynamics simulations support that the U-shaped conformation is the energy minimum in the energy landscape for both ligands (Supplementary Fig. 7c-e). This conformation may facilitate the stabilization of the interaction network between charged phosphoserine moieties (NH3+, CO2-, and PO-) and the corresponding residues E3107.36, N3097.35, R2866.55, and F205ECL2 in the hydrophilic binding-site (Fig. 4a, b).
MD simulations also indicated that both S3E-LysoPS and M1 form significant stable interactions with the receptor (Fig. 4a, b), consistent with the mutagenesis analysis (Supplementary Discussion). Notably, the ligand RMSD (Root Mean Square Deviation) with respect to protein (the same below), illustrating the average change in displacement of ligand for a particular frame with respect to a reference frame (initial frame), is smaller in the M1-bound structure than the S3E-LysoPS-bound structure during the 1-µs MD (Supplementary Fig. 7f, g), indicating that the binding of M1 is more stable than that of S3E-LysoPS. Similarly, the ligand RMSF (Root Mean Square Fluctuation), showing the ligand’s fluctuations broken down by atom, of M1 (both hydrophobic and hydrophilic parts at around 1 Å) is also lower as compared with S3E-LysoPS (hydrophobic part: 2 ~ 4 Å; hydrophilic part: around 1 Å).
The MD simulation with a ligand lacking the amine group in the serine head (S3E-LysoPS-no_amine) was also performed to validate the essentialness of the serine head group of the ligand (Fig. 4c). This calculation resulted in a binding mode switch from the U-shape of hydrophilic head to linear-shape within initial perturbation (Fig. 4c, Supplementary Fig. 7a, and Supplementary Movie 1). This is consistent with our previous findings regarding GPR34 ligand specificity; only LysoPS species with a phosphoserine head group can activate this receptor15.
Regioselectivity of LysoPS species binding to GPR34
Previous reports suggested that LysoPS is the endogenous ligand for GPR341,12. Interestingly, GPR34 was more strongly activated by LysoPS with a fatty acid at the sn-2 position (sn-2-type LysoPS) than LysoPS with a fatty acid at the sn-1 position (sn-1-type LysoPS) (Supplementary Fig. 8a–d). Moreover, the LysoPS-producing enzyme PS-PLA1 produces sn-2-type LysoPS, and thus the sn-2-type LysoPS appears be the endogenous ligand of GPR34. However, as both sn-1 and sn-2 LysoPS preparations are a mixture of sn-1- and sn-2-type LysoPS (Supplementary Fig. 8e–g), partially due to chemical sn-1 and sn-2 interconversion, it was unclear whether the sn-1-type LysoPS actually functions as a ligand for GPR34. Thus, it is difficult to obtain clear direct evidence with respect to the regioisomerism (that is, sn-1 and sn-2 formulae) of endogenous LysoPS. while the mutagenesis analysis of the entire ligand-binding pocket suggests that the hydrophilic pocket plays an essential role in the recognition of the polar head groups of both sn-1 and sn-2 type, as the synthetic ligands (Supplementary Fig. 9).
Accordingly, we performed docking simulations with natural sn-1 and sn-2 LysoPS species and compared the dynamics with those of the synthetic sn-3 analogue S3E-LysoPS. For sn-1 LysoPS (18:1), we found that the phosphoserine occupies a binding position with high probability that is distinct from the position common to S3E-LysoPS and M1 (Fig. 4d, Supplementary Fig. 7a, and Supplementary Movie 1). That is, the phosphoserine adopts a straight-line shape, similar to that of the deaminated derivative of S3E-LysoPS (Fig. 4c), rather than the U-shape observed in S3E-LysoPS and M1. Furthermore, in this case, instead of the carboxyl group (as in S3E-LysoPS or M1), the phosphate group primarily forms hydrogen bonds with K210ECL2, R2866.55, and Y2896.58 (Fig. 4d). On the contrary, for sn-2 LysoPS (18:1), the docking pose is similar to that of S3E-LysoPS (Fig. 4a–e), in which the U-shaped conformation of the phosphoserine head group interacts with the hydrophilic residues, including E3107.36, N3097.35, R2866.55, and F205ECL2. This conformational mode is mostly maintained throughout the 1 µs MD simulation (Fig. 4e, Supplementary Fig. 7a, and Supplementary Movie 1). Critically, the above observation suggests that the U-shaped conformation of the hydrophilic head, common to S3E-LysoPS, M1, and sn-2 LysoPS (18:1), may represent the active form of the ligand, which essentially preserves the hydrophilic interaction network with the protein (E3107.36, N3097.35, R2866.55, and backbone carbonyl of F205ECL2). Thus, with respect to bioactive regioisomers of endogenous LysoPS, we assumed that the sn-2 isomer is bioactive while the sn-1 isomer is inactive.
Receptor activation and Gi coupling
Although the inactive GPR34 structure has not yet been solved, our active GPR34 structure provides mechanistic insight into receptor activation (Fig. 5a). In the homologous receptor P2Y12, positively charged residues, such as R2566.55, form salt bridges with the phosphate groups of nucleic acids (Supplementary Fig. 10a), causing the 4-Å inward shift of TM627,35. Likewise, S3E-LysoPS and M1 tightly interacts with R2866.55 (Supplementary Fig. 10b, c), which is also observed in MD simulations of the sn-2 LysoPS-bound forms (Fig. 4d, e). Below R2866.55, Y2826.51 hydrogen bonds with Y1353.33, and H2836.52 forms a π-stacking interaction with F2275.47 (Fig. 5b). Analogous to P2Y12, interaction between LysoPS and R2866.55 could induce an inward displacement of the extracellular portion of TM6, leading to formation of the central core interaction.
In most class A GPCRs, ligand binding rearranges hydrophobic contacts in the conserved P-I-F and CWxP motifs in the centres of TMs 3-5-6, leading to receptor activation26,36. P5.50 is not conserved, as described above, and W6.48 is replaced by F2796.48 (Fig. 5b). However, these hydrophobic residues are tightly packed together with the nearby phenylalanine (Fig. 5b). A polar interaction network exists in the middle parts of TMs 1, 2, and 7, including the conserved D3237.49 in the N/DPxxY motif and D1002.50 (Fig. 5b). Formation of these interactions upon ligand binding creates an open cavity for TM5–6 on the intracellular side. Within this intracellular cavity, R1523.50 and Y3277.53 in the conserved DRY and N/DPxxY motifs are directed toward the centre of the transmembrane bundle (Fig. 5c), facilitating interactions with the C-terminal residues in the α5-helix of Gi (Supplementary Discussion)37. The structures of the essential motifs and intracellular side are similar in the M1 and S3E-LysoPS-bound receptor (Supplementary Fig. 10d).
The cavity closely contacts the C-terminal α5-helix, and the cytoplasmic loops, particularly ICL2 and ICL3, may contribute to G protein interactions. Specifically, the α5-helix C-terminus forms a hydrogen bond with the backbone amide of S3327.58 (Fig. 5d). Moreover, R1523.50 hydrogen bonds with the backbone carbonyl of C351G.H5.23 (superscript indicates the common Gα numbering [CGN] system), as typically observed in other GPCR-Gi complexes38. The short ICL3 forms van der Waals interactions with the α5-helix and β-sheet of Gi, and N2576.26 hydrogen bonds with E318G.H4S6.12 and D341G.H5.13 (Fig. 5e). The most characteristic feature of the GPR34-G-protein interface is the interaction at ICL2 (Fig. 5f), which is located at the root of the α5-helix, and thus has a significant effect on its orientation. In most receptor-Gs and -Gi complex structures38–43, bulky hydrophobic residues in the α-helix of ICL2 fit into hydrophobic pockets formed by L194G.S3.01, F336G.H5.08, T340G.H5.12, and I343G.H5.15 in the Gαi subunits (Fig. 5g). In some cases (i.e., LPA1-Gi complex)29,30, ICL2 adopts a disordered conformation, but M153ICL2 still fits into the hydrophobic pocket of Gi (Fig. 5h). Conversely, in GPR34, the hydrophobic residues in ICL2 do not fit in the pocket (Fig. 5f). Rather, I160ICL2 and Q161ICL2 form superficial interactions with the αN, α5-helix, and β-sheet of Gi. Due to these differences, the α5-helix in the GPR34-Gi complex is 10° perpendicular to the receptor, compared to its position in the LPA1-Gi complex (Fig. 5i). Overall, the GPR34-Gi coupling interaction is characteristic relative to that of other GPCR-Gi complexes and extends the diverse binding modes observed for Gi compared to Gs.
Discussion
In summary, the S3E-LysoPS-bound cryo-EM structure revealed that the acyl chain is accommodated in the TM4-TM5 gap (Fig. 2f), a characteristic shared among some types of lipid-sensing GPCRs such as LPA6. MD simulations based on the cryo-EM structure further showed that the hydrophilic head groups of sn-2 and sn-3 LysoPS can adopt U-shapes and form tight interactions with charged residues in the hydrophilic receptor pocket (Fig. 4a–e). Notably, the amine and carboxylate of the serine moiety are tightly recognized by E3107.36 and R2866.55 (Fig. 4a), respectively, consistent with the serine-specific recognition by the LysoPS receptor GPR34. In contrast, the head group of sn-1 LysoPS can only adopt a straight shape and does not form the aforementioned stable interactions (Fig. 4d), raising the possibility that sn-1 LysoPS may not be the true active species for GPR34, and sn-2 LysoPS is the genuine ligand for GPR34. The fact that PS-PLA1, which produces sn-2 LysoPS, activated GPR34 at the cellular level1 also strongly reinforces this hypothesis. Together with the results of our cell-based assay (Supplementary Fig. 8a–d) and previous reports, this structural study supports the postulate that a special form of LysoPS; i.e., sn-2 LysoPS, is the physiological ligand of GPR34. This is one possible reason for the controversy regarding whether LysoPS can activate GPR3411, since only sn-1 LysoPS was tested in that study. Critically, the metabolically stable agonist M1 nicely fits into the L-shaped hydrophobic pocket in the TM4–5 gap, forming quite stable hydrophilic interactions with the receptor. Overall, we anticipate that detailed SAR information and physiological functional data in the present and future studies will enable to access to therapeutic targeting of GPR34.
The binding mode of the acyl chain in GPR34 differs substantially from that in other lysophospholipid receptors (Supplementary Fig. 3h–m). For example, EDG receptors accommodate the acyl chain within a transmembrane pocket (Supplementary Fig. 3i–l), whereas GPR34 does so in the TM4–5 gap. However, the crystal structure of the non-EDG LPA receptor LPA6 suggests that the TM4-5 gap can also accommodate the acyl chain (Supplementary Fig. 3c). Because both GPR34 and the non-EDG family LPA receptors are homologous to P2Y receptors, this suggests that acyl chain accommodation in the TM4–5 gap is a common feature of P2Y-like lysophospholipid receptors. It is interesting to consider why EDG and P2Y-like lysophospholipid receptors accommodate acyl chains differently. P2Y receptors are a family of purinergic G protein-coupled receptors activated by nucleotides3, such as adenosine triphosphate. P2Y-like lysophospholipid receptors evolved from P2Y family members to receive the acyl chain linked to the phosphate head. Notably, compared to EDG receptors, the phosphate-binding site of P2Y receptors is buried inside the transmembrane bundle (Supplementary Fig. 3m). We therefore propose that due to limited space, P2Y receptors used the membrane-facing hydrophobic region to evolve as lipid receptors.
The LysoPS receptors P2Y10 and GPR174 share 50% sequence identity, while GPR34 shows a more distant relationship. There is no evident conservation of residues necessary for LysoPS binding (Supplementary Fig. 11). After the submission of this manuscript, the GPR174 structure bound to the endogenous agonist sn-1 LysoPS 18:1 was reported44 (PDB 7XV3). Together with the AlphaFold-2 (AF2)45-predicted P2Y10 structure, we performed a structural comparison of the three LysoPS receptors (Fig. 6a). In GPR174, as well as GPR34, the polar head group and acyl chain of the ligand are accommodated within the hydrophilic and hydrophobic pockets (Fig. 6b, c). Both receptors share a similar conformation in which the polar heads of the ligands are curved and aligned with each other. However, the orientations and relative positions differ significantly between GPR174 and GPR34. Notably, GPR174 possesses multiple positively charged residues that directly recognize the phosphate group, in contrast to the cryo-EM structure of GPR34. Interestingly, the polar residues recognize both the amine and carboxylate groups of the serine moieties in a similar manner. Despite the disparities in the binding positions of the ligands, it is noteworthy that the conserved Y135/Y99 and F205/F169 residues are involved in serine recognition. In the hydrophobic pocket within the TM4-5 gap, the residues F2195.39 and L2235.43, which form the characteristic L-shaped pocket in GPR34, are not conserved in P2Y10 and GPR174 (Supplementary Fig. 11). Consequently, the TM4–5 gaps in these receptors adopt more open conformations (Fig. 6d–f). In GPR174, the acyl chain assumes a straight conformation within the gap. This structural comparison revealed that the L-shaped pocket in the TM4-5 gap is a distinct feature specific to GPR34. Earlier studies on structure-activity relationships have demonstrated that modifications of the acyl chain can alter ligand selectivity for LysoPS receptors. Just like the recognition of the aromatic rings of M1, the recognition of the L-shaped pocket is crucial for GPR34 selectivity.
Methods
Preparation of sn-1 LysoPS (18:1) and sn-2 LysoPS (18:1)
The sn-1 LysoPS (18:1) and sn-2 LysoPS (18:1) agonists were prepared as described previously46. Briefly, di-oleoyl (18:1) phosphatidylserine (PS) (di-18:1-PS) from Avanti Polar Lipids (Alabaster, AL, USA) was digested with Rhizomucor miehei lipase, which has intrinsic phospholipase A1 (PLA1) activity. The resulting sn-2 LysoPS (18:1) was stabilized by bringing the solvent to a mildly acidic pH of 4.0 to prevent the acyl migration reaction. The PLA1 reaction mixture containing sn-2 LysoPS (18:1), di-18:1-PS, and oleic acid was then subjected to C18-based reverse-phase cartridge column chromatography to separate sn-2 LysoPS (18:1). After obtaining a pure sn-2 LysoPS (18:1) preparation, the solvent was changed to alkaline conditions (pH 9.0) to facilitate the acyl migration reaction. After neutralization, the resulting LysoPS was used as sn-1 LysoPS (18:1). We assessed the purities of sn-2 LysoPS (18:1) and sn-1 LysoPS (18:1) preparations by liquid chromatography–tandem mass spectrometry (LC-MS/MS) and confirmed that they were >90% pure.
Transforming growth factor (TGF)-α shedding assay
The TGF-α shedding assay was performed as described previously47. Briefly, HEK293A cells were seeded in 6-well plates at a density of 4 × 105 cells/well and cultured for 1 day in a 5% CO2 incubator at 37 °C. Cells were then transfected with a mixture of plasmids encoding alkaline phosphatase-tagged (AP)-TGFα (500 ng), human GPR34 (200 ng), and Gαq/i1, a chimeric Gα protein (100 ng), using polyethyleneimine (Polysciences, Inc., Warrington, PA, USA), and cultured for an additional day. Negative control cells were transfected with empty plasmid instead of the GPR34-encoding plasmid. Transfected HEK293A cells were harvested with 0.05% trypsin/EDTA and seeded in 96-well plates (2.5 × 104 cells/well). Cells were then treated with various LysoPS agonists and a PS-PLA1 recombinant protein in the presence of Ki16425, a lysophosphatidic acid (LPA)1/3 antagonist (final concentration, 3 mM) in 0.01% bovine serum albumin (BSA)/HBSS, for 60 min at 37 °C. After centrifugation, the supernatant was transferred to another plate and 10 mM p-NPP was added to both the supernatant and cell plates, at a volume of 80 mL/well. Finally, the optical density at 405 nm (OD405) was measured with a SpectraMAX ABS Plus (Molecular Devices, San Jose, CA, USA), before and after incubation at room temperature. AP-TGFα release was calculated as follows:
In this equation, we multiply by 1.25 to convert the amount of AP-TGFα in the transferred supernatant (80 mL) to the amount of AP-TGFα in total supernatant (100 mL). We then calculated GPCR activation as:
GPCR activation levels were fit to four-parameter sigmoidal concentration–response curves, using Prism9 software (GraphPad, San Diego, CA, USA), and pEC50 and Emax values were obtained from the curves.
cAMP assay
The cAMP assay was performed with GloSensor cAMP Biosensor (Promega, Madison, WI, USA), as previously described47. Briefly, HEK293A cells were seeded and cultured as described for the TGF-α shedding assay above. Cells were then transfected with a mixture of plasmids encoding GloSensor-22F (1 mg) and human GPR34 (200 ng), using polyethyleneimine (Polysciences), and cultured for an additional day. Negative control cells were transfected with empty plasmid instead of the GPR34-coding plasmid. Transfected HEK293A cells were harvested in Dulbecco’s Phosphate-Buffered Saline (D-PBS), containing 2 mM EDTA, and resuspended in 0.01% BSA/HBSS. Cells were then seeded in half-area white 96-well plates (3.5 × 104 cells/well) and loaded with D-Luciferin (final concentration, 2 mM). After incubation in the dark for 2 h at room temperature, basal luminescence was measured by a SpectraMAX L microplate reader (Molecular Devices). Cells were then treated with forskolin (final concentration, 10 mM) and various LysoPS in the presence of Ki16425, an LPA1/3 antagonist (final concentration, 3 mM) in 0.01% BSA/HBSS, and post-stimulus luminescence was kinetically measured for 20 min at room temperature. We then calculated cAMP (% Forskolin stimulation) as follows: post-stimulus luminescence was normalized by dividing the raw values by the basal luminescence, and normalized luminescence in both agonist and forskolin-treated conditions was divided by that in forskolin-only treated conditions. To obtain pEC50 and Emax values, cAMP signals were fitted to four-parameter sigmoidal concentration–response curves, using Prism9 software (GraphPad).
GPR34 activation by PS-PLA1
Recombinant PS-PLA1 was prepared as described previously48, with minor modifications. In brief, HEK293A cells were transfected with the plasmid (1 mg) encoding wild-type (WT) or S166A-mutant mouse PS-PLA1, using Lipofectamine 2000 (Thermo Fisher Scientific, Waltham, MA, USA). Negative control cells were transfected with the empty plasmid. After 4 h, the medium was changed to Opti-MEM, and the HEK293A cells were cultured for 72 h in a 5% CO2 incubator at 37 °C. The culture supernatant was then collected and centrifuged at 400 × g for 5 min, and the resulting supernatant was used as recombinant PS-PLA1. For the evaluation of GPR34 activation by PS-PLA1, the TGFα shedding assay was performed, as described above, using the recombinant PS-PLA1 protein in place of LysoPS.
Sample preparation for LC-MS/MS analysis
The amount of LysoPS in HEK293A cells and in supernatant from HEK293A cells stimulated by recombinant PS-PLA1 was determined by LC-MS/MS analysis. Samples for LC-MS/MS analysis were prepared as described previously49. Briefly, HEK293A cells were stimulated by PS-PLA1 as described above, and the entire supernatant was collected. Cells were treated with ice-cold acidic MeOH, containing 100 nM 17:0-LPA, and incubated for 10 min at room temperature; LysoPS dissolved in MeOH was then collected. For supernatant samples, 10 mL of the collected supernatant was added to 90 mL of acidic MeOH, containing 111 nM 17:0-LPA. Both cell and supernatant samples were passed through a filter with a 0.2 mM pore size and a 4 mm inner diameter and subjected to LC-MS/MS analysis, as described below.
LC-MS/MS analysis
LC-MS/MS analysis was performed as described previously49, using an LC-MS/MS system consisting of a Vanquish HPLC system and a TSQ Altis™ Triple-Stage Quadrupole Mass Spectrometer (Thermo Fisher Scientific). For HPLC, samples were separated in the L-column2 (100 mm × 2 mm, 3 mm particle size, CERI), using a gradient solution consisting of solvent A (5 mM ammonium formate in water, pH 4.0) and solvent B (5 mM ammonium formate in acetonitrile, pH 4.0) at 200 ml/min. LysoPS was then monitored in the negative ion mode, using MS/MS. At MS1, the m/z values of [M + H]+ ion for LysoPS were selected. At MS3, lysophosphatidic acid fragments derived from LysoPS were detected. The amount of LysoPS in samples was calculated based on the standard curve of 18:1-LysoPS.
Preparation of anti-GPR34 serum
Anti-GPR34 serum was obtained by performing DNA immunization50 of Gpr34-knockout (KO) mice (C57BL/6 J background) to ensure the immunogenicity of GPR34. Male 7-weeks old, specific pathogen-free Gpr34-KO mice (n = 5) were intramuscularly injected with pCAGGS (100 mg) plasmid, which encodes a mouse GPR34–GroEL fusion protein, and electroporated in vivo. Immunization was performed five times in total, once every 2 weeks. Two days after the last immunization, mice were boosted by intrasplenic administration of mouse GPR34-expressing HEK293T cells (2 × 107 cells), and serum was collected 3 days later. This serum was used as anti-GPR34 serum. During immunization, mice were housed in climate-controlled (23 °C) facilities with a 12-h light/12-h dark cycle. The animal experiment was approved by the animal ethics committee of the University of Tokyo prior to their commencement and performed in accordance with approved protocols.
Evaluation of GPR34 mutant expression
Expression of GPR34 mutants was measured by flow cytometry. In brief, HEK293A cells were transfected with human GPR34-encoding plasmid (250 ng), using polyethyleneimine. Cells were then suspended in 200 ml of D-PBS, containing 2 mM EDTA, and dispensed into 96-well V-bottom plates. After centrifugation for 1 min at 700 × g, the cells were suspended in 200 ml/well of FACS buffer (D-PBS, containing 0.5% BSA and 2 mM EDTA) and incubated for 30 min on ice. Cells were then centrifuged again for 1 min at 700 × g, resuspended in 25 ml/well of anti-human GPR34 serum (1/100 diluted), and incubated for 30 min on ice. After centrifugation for 1 min at 700 × g, cells were washed with D-PBS, resuspended in 25 ml/well of goat anti-mouse IgG conjugated with Alexa488 (Thermo Fisher Scientific, 10 mg/ml), and incubated for 15 min on ice. Cells were then centrifuged a final time for 1 min at 700 × g, washed with D-PBS, and resuspended in 150 ml/well of D-PBS, containing 2 mM EDTA. Flow cytometry analysis was performed with the BD FACSLyric Flow Cytometry System (BD Biosciences, Franklin Lakes, NJ, USA), and the data were analysed by FlowJo Software (FlowJo, Ashland, OR, USA).
Expression and purification of human GPR34
GPR34 was subcloned into a modified pEG Bacmam vector51, with an N-terminal haemagglutinin signal peptide, followed by the Flag-tag epitope (DYKDDDD), and a C-terminal tobacco etch virus (TEV) protease recognition site, followed by an enhanced green-fluorescent protein (EGFP)-His tag52. Recombinant baculovirus was prepared using the Bac-to-Bac baculovirus expression system and Spodoptera frugiperda Sf9 insect cells (Thermo Fischer Scientific). The receptor was expressed in HEK293S GnTI- (N-acetylglucosaminyl-transferase I-negative) cells, obtained from the American Type Culture Collection (ATCC; catalogue no. CRL−3022).
To purify the S3E-LysoPS-bound receptor, harvested cells were solubilized in buffer, containing 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 1% lauryl maltose neopentyl glycol (LMNG; Anatrace, Maumee, OH, USA), 0.1% cholesteryl hemisuccinate (CHS), 10% glycerol, and 10 μM S3E-LysoPS, for 1 h at 4 °C. The supernatant was separated from the insoluble material by ultracentrifugation at 180,000 × g for 30 min and then incubated with anti-Flag-M1 resin (Merck & Co., Inc., Rahway, NJ, USA,) for 2 h. Bound resin was washed with 20 column volumes of buffer, containing 20 mM Tris-HCl, pH 8.0, 500 mM NaCl, 0.05% glyco-diosgenin (GDN; Anatrace), 1 μM S3E-LysoPS, 10% glycerol, and 5 mM CaCl2. The receptor was then eluted in 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 0.1% GDN, 1 μM S3E-LysoPS, 10% glycerol, 5 mM EDTA, and 0.15 mg ml−1 Flag peptide. The receptor was concentrated and loaded onto a Superdex 200 10/300 column in 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 0.01% GDN, and 1 μM agonist, and peak fractions were pooled and frozen in liquid nitrogen.
To purify the M1-bound receptor, harvested cells were disrupted by sonication in buffer containing 20 mM Tris-HCl, pH 8.0, 200 mM NaCl, and 10% glycerol. The crude membrane fraction was collected by ultracentrifugation at 180,000 × g for 1 h, and the membrane fraction was solubilized in buffer, containing 20 mM Tris-HCl, pH 8.0, 200 mM NaCl, 2% LMNG (Anatrace), 0.4% CHS, and 10 μM M1, for 1 h at 4 °C. The supernatant was separated from the insoluble material by ultracentrifugation at 180,000 × g for 20 min and incubated with TALON resin (Clontech, Mountain View, CA, USA) for 30 min. Bound resin was washed with ten column volumes of buffer, containing 20 mM Tris-HCl, pH 8.0, 500 mM NaCl, 0.05% GDN, 1 μM M1, and 15 mM imidazole. The receptor was then eluted in buffer, containing 20 mM Tris-HCl, pH 8.0, 500 mM NaCl, 0.05% GDN, 1 μM M1, and 200 mM imidazole. The receptor was concentrated and loaded onto a Superdex 200 10/300 Increase size-exclusion column, equilibrated in buffer containing 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 0.01% GDN, and 1 μM M1. Peak fractions were pooled and frozen in liquid nitrogen.
Expression and purification of the Gi heterotrimer
The Gi heterotrimer was expressed and purified using the Bac-to-Bac baculovirus expression system, according to the method reported previously38. In brief, Sf9 insect cells were infected at a density of 3-4 × 106 cells ml-1 with a 100th volume of two viruses, one encoding the WT human Gαi1 subunit and the other encoding the WT bovine Gγ2 subunit and the WT rat Gβ1 subunit containing a His8 tag followed by an N-terminal tobacco etch virus (TEV) protease cleavage site. Infected Sf9 cells were incubated in Sf900II medium at 27 °C for 48 h and collected by centrifugation at 6,200 × g for 10 min. The collected cells were then lysed in buffer containing 20 mM Tris, pH 8.0, 150 mM NaCl, and 10% glycerol. The Gαi1β1γ2 heterotrimer was solubilized at 4 °C for 1 h in buffer containing 20 mM Tris, pH 8.0, 150 mM NaCl, 10% glycerol, 1% (w/v) n-dodecyl-beta-D-maltopyranoside (DDM; Anatrace), 50 μM GDP (Roche), and 10 mM imidazole. The soluble fraction containing Gi1 heterotrimers was then isolated by ultracentrifugation at 186,000 × g for 20 min, and the supernatant was mixed with Ni-NTA Superflow resin (QIAGEN, Hilden, Germany) and stirred at 4 °C for 1 h. Bound resin was washed with 10 column volumes of buffer, containing 20 mM Tris pH 8.0, 150 mM NaCl, 0.02% DDM, 10% glycerol, 10 μM GDP, and 30 mM imidazole. Gi1 heterotrimers were then eluted with two column volumes of buffer, containing 20 mM Tris, pH 8.0, 150 mM NaCl, 0.02% (w/v) DDM, 10% (v/v) glycerol, 10 μM GDP and 300 mM imidazole. The eluted fraction was dialysed overnight at 4 °C against 20 mM Tris, pH 8.0, 50 mM NaCl, 0.02% DDM, 10% glycerol, and 10 μM GDP. To cleave the histidine tag, TEV protease was added during the dialysis. The dialysed fraction was then incubated again with Ni-NTA Superflow resin at 4 °C for 1 h. The flow-through was collected and purified by ion-exchange chromatography on a HiTrap Q HP column (GE Healthcare Life Sciences, Chicago, IL, USA), using Buffer I1 (20 mM Tris, pH 8.0, 50 mM NaCl, 0.02% DDM, 10% glycerol, and 1 μM GDP) and Buffer I2 (20 mM Tris, pH 8.0, 1 M NaCl, 0.02% DDM, 10% glycerol, and 1 μM GDP).
Expression and purification of scFv16
The gene encoding scFv16 was synthesized (GeneArt, Regensburg, Germany) and subcloned into a modified pFastBac vector, with the resulting construct encoding the GP67 secretion signal sequence at the N-terminus, and a His8 tag, followed by a TEV cleavage site at the C-terminus38. His8-tagged scFv16 was expressed and secreted by Sf9 insect cells, as previously reported38. Sf9 cells were collected by centrifugation at 5000 × g for 10 min, and the secreta-containing supernatant was combined with 5 mM CaCl2, 1 mM NiCl2, 20 mM HEPES, pH 8.0, and 150 mM NaCl. The supernatant was mixed with Ni Sepharose excel (Cytiva) and stirred for 1 h at 4 °C. The bound resin was washed with buffer containing 20 mM HEPES, pH 8.0, 500 mM NaCl, and 20 mM imidazole, and further washed with 10 column volumes of buffer containing 20 mM HEPES, pH 8.0, 500 mM NaCl, and 20 mM imidazole. The protein was then eluted with 20 mM Tris, pH 8.0, 500 mM NaCl, and 400 mM imidazole, and the eluted fraction was concentrated and loaded onto a Superdex 200 10/300 Increase size-exclusion column, equilibrated in buffer containing 20 mM Tris (pH 8.0) and 150 mM NaCl. Peak fractions were pooled, concentrated to 5 mg ml-1 with a centrifugal filter device (10-kDa MW cut-off; MilliporeSigma, Burlington, MA, USA), and frozen in liquid nitrogen.
Formation and purification of the GPR34-Gi complex
Purified GPR34-GFP was mixed with a 1.2 molar excess of Gi heterotrimer, scFv16, and TEV protease. After the addition of apyrase (to catalyse hydrolysis of unbound GDP) and agonist (final concentration, 10 µM), the coupling reaction was performed overnight at 4 °C. To remove excess G protein, the complexing mixture was purified by M1 anti-Flag affinity chromatography. Bound complex was washed in buffer, containing 20 mM Tris HCl, pH 8.0, 150 mM NaCl, 0.01% GDN, 1 μM agonist, 10% glycerol, and 5 mM CaCl2. The complex was then eluted in 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 0.01% GDN, 10 μM agonist, 10% glycerol, 5 mM EDTA, and Flag peptide. The GPR34-Gi-scFv16 complex was purified by size exclusion chromatography on a Superdex 200 10/300 column in 20 mM Tris-HCl, pH 8.0, 150 mM NaCl, 0.01% GDN, and 1 μM agonist, and peak fractions were concentrated to ~12 mg ml-1 for electron microscopy studies.
Cryo-EM grid preparation and data collection
For cryo-EM grid preparation of GPR34-Gi complexes, 3 μl of protein at a concentration of ~10 mg ml-1 were loaded onto glow-discharged holey carbon grids (Quantifoil Au 300 mesh R1.2/1.3 or Quantifoil Cu/Rh 300 mesh R1.2/1.3), after which, these were plunge-frozen in liquid ethane, using a Vitrobot Mark IV (Thermo Fischer Scientific). Cryo-EM imaging was collected on a Titan Krios at 300 kV, using a Gatan K3 Summit detector. Images were obtained at a dose rate of about 8.0 e − /Å2 s − 1, with a defocus ranging from −1.2 to −2.2 μm, using SerialEM software53. Total exposure time was 8 s, with 40 frames recorded per micrograph. A total of 2,358 and 2,674 movies were collected for S3E-LysoPS- and M1-bound GPR34-Gi complexes, respectively.
Image processing
For the S3E-LysoPS–GPR34-Gii complex, single-particle analysis of GPR34-Gi complexes was performed with RELION-3.154,55. Dose-fractionated image stacks were subjected to motion correction by MotionCorr256, and contrast transfer function (CTF) parameters for micrographs were estimated by CTFFIND-4.057. 2,012,061 particles were extracted, and the initial model was generated in RELION 3.1. Particles were subjected to several rounds of two-dimensional (2D) and three-dimensional (3D) classifications, resulting in the optimal classes of particles and yielding 258,700 particles. Particles were next subjected to 3D refinement, CTF refinement, and Bayesian polishing58. Following 3D refinement, particles were further classified into four classes, without alignment, using a mask covering the receptor. The 109,160 particles in the best class were subjected to 3D refinement and then further classified into three classes, without alignment, using a mask covering the extracellular half of the receptor. The 79,925 particles in the best class were subjected to 3D refinement, and postprocessing, and cryoSPARCv4.059 nonuniform refinement, yielded a map having a nominal overall resolution of 3.3 Å, with the gold standard Fourier Shell Correlation (FSC = 0.143) criteria60. The 3D model was locally refined with a mask on the receptor, and as a result, the receptor has a higher nominal resolution of 3.4 Å. The processing strategy is described in Supplementary Fig. 1.
For the M1-bound GPR34-Gi complex, all acquired movies were binned by 2× and were dose-fractionated and subjected to beam-induced motion correction implemented in RELION-4.061. The contrast transfer function (CTF) parameters were estimated using patch CTF estimation in cryoSPARCv4.0. 1,398,266 particles were picked up by TOPAZ based auto-picking62 and extracted. After the 3D classification and non-uniform refinement, 460,240 particles were subjected to RELION-4.0 and further classified without alignment, using a mask covering the receptor. The 236,096 particles in the best class were subjected to 3D refinement, CTF refinement, and Bayesian polishing. Then, the particles were subjected to cryoSPARCv4.0 and non-uniform refinement, yielded a map having a nominal overall resolution of 2.8 Å, with the gold standard Fourier Shell Correlation (FSC = 0.143) criteria. The 3D model was locally refined with a mask on the receptor, and as a result, the receptor has a higher nominal resolution of 3.2 Å. The processing strategy is described in Supplementary Fig. 1.
Model building and refinement
The quality of the micelle-subtracted density map was sufficient to build a model manually in COOT63,64. Model building for the S3E-LysoPS bound GPR34-Gi complex was facilitated by the predicted GPR34 model in AlphaFold Protein Structure Database (https://alphafold.ebi.ac.uk/entry/Q9UPC5) and the cryo-EM structure of the μOR–Gi complex (PDB 6DDE). We manually modelled GPR34, the Gi heterotrimer, and scFv16 into the map by jiggle fit using COOT. The TM6 helix was manually fit into the density in COOT. We then manually readjusted the model into the density map using COOT and refined it using phenix.real_space_refine (v.1.19)65,66, with secondary-structure restraints imposed using phenix.secondary_structure_restraints. Finally, we refined the model using servalcat67. Model building for the M1-bound GPR34-Gi complex was initiated from the S3E-bound structure and followed the same procedure.
Molecular dynamics (MD) simulations and docking simulation
The coordinate of M1- and S3E-LysoPS-bound GPR34 pdb structures were imported into the Maestro2019-3 and processed using Protein Preparation Wizard (Schrödinger, LLC, New York, NY, USA). The N- and C-termini were omitted and capped with N-acetyl and N-methyl amide groups, respectively. Protonation states were optimized using PROPKA, and the whole structure of the ligand–receptor complex was minimized locally (force field, OPLS3e68,69) before the solvent model was added. Initial ligand–receptor complex models were embedded in a 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphatidylcholine (POPC) membrane. The system was solvated with TIP3P water molecules and neutralized by adding 0.15 M NaCl. The prepared system contains ~40,000 atoms in total. The system was first subjected to preparation MD, followed by 1 µs of production MD simulation in the GPU Desmond suite (v.3.8.5.19)70. The relaxation protocol contains 6 stages: (1) Simulate in the NVT ensemble using Brownian dynamics for 50 ps under a temperature of 10 K, with restraints on the solute heavy atoms (50 kcal mol−1 Å−2). (2) Simulate in the NVT ensemble using Brownian dynamics for 20 ps under 100 K, with a pressure of 1000 bar and restraints on the solute and membrane heavy atoms with a force constant of 50 kcal mol−1 Å−2. (3) Simulate in the NPγT ensemble using the MTK (Martyna-Tobias-Klein) method for 100 ps under 100 K, with a pressure of 1000 bar, restraints on the solute heavy atoms with a force constant of 10 kcal mol−1 Å−2, and restraints on the membrane N and P atoms in the z direction with a force constant of 2 kcal mol−1 Å−2. (4) Simulate in the NPγT ensemble using the MTK method for 150 ps, with the temperature gradually increasing from 100 K to 300 K, at a pressure of 100 bar. The restraints are gradually reduced to 0. From stages 2 to 4, a Gaussian biasing force is applied so the waters do not permeate the membrane. (5) Simulate in the NVT ensemble using the NH (Nosé-Hoover) method for 50 ps under 300 K, with restraints on the protein backbone and the ligand heavy atoms with a force constant of 5 kcal mol−1 Å−2. (6) Simulate in the NVT ensemble using the NH method for 50 ps under 300 K without any restraints. The production MD simulations were performed in the NPγT ensemble at 300 K using Langevin dynamics, and long-range electrostatic interactions were computed using the u-series algorithm71.
For sn-1 and sn-2 LysoPS-bound GPR34, the proper 3D conformation and ionization states of ligands (sn-1 and sn-2 LysoPS) generated using LigPrep, under the OPLS3e force field68,69, were used for ligand docking. The molecules were docked to the grid generated from the S3E-LysoPS-bound cryo-EM structure, using the Glide SP mode, and strain correction was applied in the post-docking score. As a result, the docking pose with the best glide score was selected for each ligand and subjected to MD simulation, following the same protocol used for the M1- and S3E-LysoPS-bound structures, outlined above. The average structure of each complex was calculated from the average coordinates of ligand–protein complex atoms during 1-µs MD simulations.
Reporting summary
Further information on research design is available in the Nature Portfolio Reporting Summary linked to this article.
Supplementary information
Source data
Acknowledgements
We thank K. Ogomori and C. Harada for technical assistance. This work was supported by grants from the JSPS KAKENHI, grant numbers 21H05037 (O.N.), 22K19371 and 22H02751 (W.S.), and 22H00438 (J.A.); the ONO Medical Research Foundation (W.S.); the Kao Foundation for Arts and Sciences (W.S.); the Takeda Science Foundation (W.S.); the Uehara Memorial Foundation (W.S.); the Lotte Foundation (W,S,), the Kobayashi Foundation, Osaka, Japan (T.O.); the KOSÉ Cosmetology Research Foundation (T.O.); the Japan Agency for Medical Research and Development (AMED), grant numbers JP233fa627001 (O.N.); 22ck0106533h0003 (J.A., O.N. and T.O.); 21gm0010004h9905 (J.A.); and the Platform Project for Supporting Drug Discovery and Life Science Research (Basis for Supporting Innovative Drug Discovery and Life Science Research (BINDS)) from AMED, grant numbers JP22ama121002 (support number 3272, O.N.) and JP22ama121012 (supporting number 5529 and 5530, J.A.). L.C. wishes to also thank the Otsuka Toshimi Scholarship Foundation, Osaka, Japan.
Author contributions
T.I. expressed, purified, and prepared grids of the S3E-LysoPS bound GPR34-Gi complex, with assistance from K.K. and H.O. Y.K. performed the cryo-EM analysis of the S3E-LysoPS-bound complex. T.I. and W.S. performed single-particle analysis and model building of the S3E-LysoPS-bound complex. R. K. performed the structural study of the M1-bound receptor, with assistance from T.T., F. K. S. and W.S. W.S. initially screened and established the protocol for sample preparation. A.U., S.Y. F.H. and J.O. performed the TGFα shedding assay, the cAMP assay, and LC-MS/MS analysis, and wrote part of the manuscript. H.K. assisted with lipid preparation for the assay. J.A. supervised most of the biological experiments and wrote the biological part of the manuscript. L.C. and T.O. performed and oversaw the MD simulations and wrote the simulation part of the manuscript. The manuscript was mainly prepared by W.S., R.K., T.I., T.O. and J. A., with input from all authors and assistance from O.N.
Peer review
Peer review information
Nature Communications thanks Xin-Yun Huang and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. A peer review file is available.
Data availability
Density maps and structure coordinates have been deposited in the Electron Microscopy Data Bank (EMDB) and the PDB, with accession codes EMD-38215 and PDB 8XBE for the S3E-LysoPS-GPR34-Gi complex; EMD-38217 and PDB 8XBG for the S3E-LysoPS-GPR34-Gi complex (Receptor focused); EMD-38218 and PDB 8XBH for the M1-GPR34-Gi complex; EMD-38219 and PDB 8XBI for the M1-GPR34-Gi complex (Receptor focused). The dynamics data and the simulation protocols were uploaded in GPCRmd72 (https://www.gpcrmd.org/), with dynamic IDs 1741 for the S3E-LysoPS-GPR34 complex; 1742 for the M1-GPR34 complex; 1743 for the sn1-18:1 LysoPS-GPR34 complex; 1744 for the sn2-18:1 LysoPS-GPR34 complex, and 1745 for the S3E-LysoPS_noamine-GPR34 complex. Source data are provided as a Source Data file. Source data are provided with this paper.
Competing interests
O.N. is a co-founder and scientific advisor for Curreio. All other authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
These authors contributed equally: Tamaki Izume, Ryo Kawahara, Akiharu Uwamizu, and Luying Chen.
Contributor Information
Tomohiko Ohwada, Email: ohwada@mol.f.u-tokyo.ac.jp.
Junken Aoki, Email: jaok@mol.f.u-tokyo.ac.jp.
Wataru Shihoya, Email: wtrshh9@gmail.com.
Osamu Nureki, Email: nureki@bs.s.u-tokyo.ac.jp.
Supplementary information
The online version contains supplementary material available at 10.1038/s41467-024-45046-z.
References
- 1.Kitamura H, et al. GPR34 is a receptor for lysophosphatidylserine with a fatty acid at the sn-2 position. J. Biochem. (Tokyo) 2012;151:511–518. doi: 10.1093/jb/mvs011. [DOI] [PubMed] [Google Scholar]
- 2.Ritscher L, et al. The ligand specificity of the G-protein-coupled receptor GPR34. Biochem. J. 2012;443:841–850. doi: 10.1042/BJ20112090. [DOI] [PubMed] [Google Scholar]
- 3.Jacobson KA, et al. Update of P2Y receptor pharmacology: IUPHAR review 27. Br. J. Pharmacol. 2020;177:2413–2433. doi: 10.1111/bph.15005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Bédard A, Tremblay P, Chernomoretz A, Vallières L. Identification of genes preferentially expressed by microglia and upregulated during cuprizone-induced inflammation. Glia. 2007;55:777–789. doi: 10.1002/glia.20477. [DOI] [PubMed] [Google Scholar]
- 5.Hickman SE, et al. The microglial sensome revealed by direct RNA sequencing. Nat. Neurosci. 2013;16:1896–1905. doi: 10.1038/nn.3554. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Engemaier E, Römpler H, Schöneberg T, Schulz A. Genomic and supragenomic structure of the nucleotide-like G-protein-coupled receptor GPR34. Genomics. 2006;87:254–264. doi: 10.1016/j.ygeno.2005.10.001. [DOI] [PubMed] [Google Scholar]
- 7.Wang X, et al. GPR34-mediated sensing of lysophosphatidylserine released by apoptotic neutrophils activates type 3 innate lymphoid cells to mediate tissue repair. Immunity. 2021;54:1123–1136.e8. doi: 10.1016/j.immuni.2021.05.007. [DOI] [PubMed] [Google Scholar]
- 8.Jäger E, et al. Dendritic cells regulate GPR34 through mitogenic signals and undergo apoptosis in its absence. J. Immunol. Baltim. Md 1950. 2016;196:2504–2513. doi: 10.4049/jimmunol.1501326. [DOI] [PubMed] [Google Scholar]
- 9.Preissler J, et al. Altered microglial phagocytosis in GPR34-deficient mice. Glia. 2015;63:206–215. doi: 10.1002/glia.22744. [DOI] [PubMed] [Google Scholar]
- 10.Sayo A, et al. GPR34 in spinal microglia exacerbates neuropathic pain in mice. J. Neuroinflammation. 2019;16:82. doi: 10.1186/s12974-019-1458-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Liebscher I, et al. Altered immune response in mice deficient for the G protein-coupled receptor GPR34. J. Biol. Chem. 2011;286:2101–2110. doi: 10.1074/jbc.M110.196659. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Sugo T, et al. Identification of a lysophosphatidylserine receptor on mast cells. Biochem. Biophys. Res. Commun. 2006;341:1078–1087. doi: 10.1016/j.bbrc.2006.01.069. [DOI] [PubMed] [Google Scholar]
- 13.Makide K, et al. Novel lysophosphoplipid receptors: their structure and function. J. Lipid Res. 2014;55:1986–1995. doi: 10.1194/jlr.R046920. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Inoue A, et al. TGFα shedding assay: an accurate and versatile method for detecting GPCR activation. Nat. Methods. 2012;9:1021–1029. doi: 10.1038/nmeth.2172. [DOI] [PubMed] [Google Scholar]
- 15.Ikubo M, et al. Structure-activity relationships of lysophosphatidylserine analogs as agonists of G-protein-coupled receptors GPR34, P2Y10, and GPR174. J. Med. Chem. 2015;58:4204–4219. doi: 10.1021/jm5020082. [DOI] [PubMed] [Google Scholar]
- 16.Jung S, et al. Conformational constraint of the glycerol moiety of lysophosphatidylserine affords compounds with receptor subtype selectivity. J. Med. Chem. 2016;59:3750–3776. doi: 10.1021/acs.jmedchem.5b01925. [DOI] [PubMed] [Google Scholar]
- 17.Sayama M, et al. Probing the hydrophobic binding pocket of G-protein-coupled lysophosphatidylserine receptor GPR34/LPS1 by docking-aided structure-activity analysis. J. Med. Chem. 2017;60:6384–6399. doi: 10.1021/acs.jmedchem.7b00693. [DOI] [PubMed] [Google Scholar]
- 18.Yaginuma, S., Omi, J., Uwamizu, A. & Aoki, J. Emerging roles of lysophosphatidylserine as an immune modulator. Immunol Rev. 317, 20–29 (2003). [DOI] [PubMed]
- 19.Okudaira M, et al. Separation and quantification of 2-acyl-1-lysophospholipids and 1-acyl-2-lysophospholipids in biological samples by LC-MS/MS. J. Lipid Res. 2014;55:2178–2192. doi: 10.1194/jlr.D048439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Bandoh K, et al. Molecular cloning and characterization of a novel human G-protein-coupled receptor, EDG7, for lysophosphatidic acid. J. Biol. Chem. 1999;274:27776–27785. doi: 10.1074/jbc.274.39.27776. [DOI] [PubMed] [Google Scholar]
- 21.Yanagida K, et al. Identification and characterization of a novel lysophosphatidic acid receptor, p2y5/LPA6. J. Biol. Chem. 2009;284:17731–17741. doi: 10.1074/jbc.M808506200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Nakamura S, et al. Non-naturally occurring Regio isomer of lysophosphatidylserine exhibits potent agonistic activity toward G protein-coupled receptors. J. Med. Chem. 2020;63:9990–10029. doi: 10.1021/acs.jmedchem.0c01126. [DOI] [PubMed] [Google Scholar]
- 23.Ballesteros, J. A. & Weinstein, H. in Methods in Neurosciences Vol. 25 (ed. Sealfon, S. C.) 366–428 (Academic Press, 1995).
- 24.Shihoya W, et al. Activation mechanism of endothelin ET B receptor by endothelin-1. Nature. 2016;537:363–368. doi: 10.1038/nature19319. [DOI] [PubMed] [Google Scholar]
- 25.Taniguchi R, et al. Structural insights into ligand recognition by the lysophosphatidic acid receptor LPA6. Nature. 2017;548:356–360. doi: 10.1038/nature23448. [DOI] [PubMed] [Google Scholar]
- 26.Venkatakrishnan AJ, et al. Molecular signatures of G-protein-coupled receptors. Nature. 2013;494:185–194. doi: 10.1038/nature11896. [DOI] [PubMed] [Google Scholar]
- 27.Zhang J, et al. Agonist-bound structure of the human P2Y12 receptor. Nature. 2014;509:119–122. doi: 10.1038/nature13288. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Yuan Y, et al. Structures of signaling complexes of lipid receptors S1PR1 and S1PR5 reveal mechanisms of activation and drug recognition. Cell Res. 2021;31:1263–1274. doi: 10.1038/s41422-021-00566-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Akasaka H, et al. Structure of the active Gi-coupled human lysophosphatidic acid receptor 1 complexed with a potent agonist. Nat. Commun. 2022;13:5417. doi: 10.1038/s41467-022-33121-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Liu S, et al. Differential activation mechanisms of lipid GPCRs by lysophosphatidic acid and sphingosine 1-phosphate. Nat. Commun. 2022;13:731. doi: 10.1038/s41467-022-28417-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Xu P, et al. Structural identification of lysophosphatidylcholines as activating ligands for orphan receptor GPR119. Nat. Struct. Mol. Biol. 2022;29:863–870. doi: 10.1038/s41594-022-00816-5. [DOI] [PubMed] [Google Scholar]
- 32.Sayama M, et al. Membrane phospholipid analogues as molecular rulers to probe the position of the hydrophobic contact point of lysophospholipid ligands on the surface of G-protein-coupled receptor during membrane approach. Biochemistry. 2020;59:1173–1201. doi: 10.1021/acs.biochem.0c00061. [DOI] [PubMed] [Google Scholar]
- 33.Omi J, Kano K, Aoki J. Current knowledge on the biology of lysophosphatidylserine as anemerging bioactive lipid. Cell Biochem. Biophys. 2021;79:497–508. doi: 10.1007/s12013-021-00988-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Hosono H, et al. Phosphatidylserine-specific phospholipase A1 stimulates histamine release from rat peritoneal mast cells through production of 2-acyl-1-lysophosphatidylserine. J. Biol. Chem. 2001;276:29664–29670. doi: 10.1074/jbc.M104597200. [DOI] [PubMed] [Google Scholar]
- 35.Zhang K, et al. Structure of the human P2Y12 receptor in complex with an antithrombotic drug. Nature. 2014;509:115–118. doi: 10.1038/nature13083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Shihoya W, et al. Crystal structures of human ETB receptor provide mechanistic insight into receptor activation and partial activation. Nat. Commun. 2018;9:4711. doi: 10.1038/s41467-018-07094-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Korona B, Korona D, Zhao W, Wotherspoon AC, Du M-Q. GPR34 activation potentially bridges lymphoepithelial lesions to genesis of salivary gland MALT lymphoma. Blood. 2022;139:2186–2197. doi: 10.1182/blood.2020010495. [DOI] [PubMed] [Google Scholar]
- 38.Okamoto HH, et al. Cryo-EM structure of the human MT1-Gi signaling complex. Nat. Struct. Mol. Biol. 2021;28:694–701. doi: 10.1038/s41594-021-00634-1. [DOI] [PubMed] [Google Scholar]
- 39.Rasmussen SGF, et al. Crystal structure of the β2 adrenergic receptor-Gs protein complex. Nature. 2011;477:549–555. doi: 10.1038/nature10361. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Koehl A, et al. Structure of the µ-opioid receptor-Gi protein complex. Nature. 2018;558:547–552. doi: 10.1038/s41586-018-0219-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Krishna Kumar K, et al. Structure of a signaling cannabinoid receptor 1-G protein complex. Cell. 2019;176:448–458.e12. doi: 10.1016/j.cell.2018.11.040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Dong M, et al. Structure and dynamics of the active Gs-coupled human secretin receptor. Nat. Commun. 2020;11:4137. doi: 10.1038/s41467-020-17791-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Kobayashi K, et al. Endogenous ligand recognition and structural transition of a human PTH receptor. Mol. Cell. 2022;82:3468–3483.e5. doi: 10.1016/j.molcel.2022.07.003. [DOI] [PubMed] [Google Scholar]
- 44.Liang J, et al. Structural basis of lysophosphatidylserine receptor GPR174 ligand recognition and activation. Nat. Commun. 2023;14:1012. doi: 10.1038/s41467-023-36575-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Jumper J, et al. Highly accurate protein structure prediction with AlphaFold. Nature. 2021;596:583–589. doi: 10.1038/s41586-021-03819-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Kawana H, et al. An accurate and versatile method for determining the acyl group-introducing position of lysophospholipid acyltransferases. Biochim. Biophys. Acta Mol. Cell Biol. Lipids. 2019;1864:1053–1060. doi: 10.1016/j.bbalip.2019.02.008. [DOI] [PubMed] [Google Scholar]
- 47.Inoue A, et al. Illuminating G-protein-coupling selectivity of GPCRs. Cell. 2019;177:1933–1947.e25. doi: 10.1016/j.cell.2019.04.044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Arima N, Inoue A, Makide K, Nonaka T, Aoki J. Surface loops of extracellular phospholipase A(1) determine both substrate specificity and preference for lysophospholipids. J. Lipid Res. 2012;53:513–521. doi: 10.1194/jlr.M022400. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Kawana H, et al. Identification and characterization of LPLAT7 as an sn-1-specific lysophospholipid acyltransferase. J. Lipid Res. 2022;63:100271. doi: 10.1016/j.jlr.2022.100271. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Fujimoto A, et al. Enhancement of antibody responses to native G protein-coupled receptors using E. coli GroEL as a molecular adjuvant in DNA immunization. J. Immunol. Methods. 2012;375:243–251. doi: 10.1016/j.jim.2011.11.007. [DOI] [PubMed] [Google Scholar]
- 51.Fukuhara S, et al. Structure of the human secretin receptor coupled to an engineered heterotrimeric G protein. Biochem. Biophys. Res. Commun. 2020;533:861–866. doi: 10.1016/j.bbrc.2020.08.042. [DOI] [PubMed] [Google Scholar]
- 52.Hecht JH, Weiner JA, Post SR, Chun J. Ventricular zone gene-1 (vzg-1) encodes a lysophosphatidic acid receptor expressed in neurogenic regions of the developing cerebral cortex. J. Cell Biol. 1996;135:1071–1083. doi: 10.1083/jcb.135.4.1071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Mastronarde DN. Automated electron microscope tomography using robust prediction of specimen movements. J. Struct. Biol. 2005;152:36–51. doi: 10.1016/j.jsb.2005.07.007. [DOI] [PubMed] [Google Scholar]
- 54.Scheres SHW. Processing of structurally heterogeneous Cryo-EM data in RELION. Methods Enzymol. 2016;579:125–157. doi: 10.1016/bs.mie.2016.04.012. [DOI] [PubMed] [Google Scholar]
- 55.Zivanov J, Nakane T, Scheres SHW. Estimation of high-order aberrations and anisotropic magnification from cryo-EM data sets in RELION-3.1. IUCrJ. 2020;7:253–267. doi: 10.1107/S2052252520000081. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Zheng SQ, et al. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nat. Methods. 2017;14:331–332. doi: 10.1038/nmeth.4193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Rohou A, Grigorieff N. CTFFIND4: Fast and accurate defocus estimation from electron micrographs. J. Struct. Biol. 2015;192:216–221. doi: 10.1016/j.jsb.2015.08.008. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Zivanov J, Nakane T, Scheres SHW. A Bayesian approach to beam-induced motion correction in cryo-EM single-particle analysis. IUCrJ. 2019;6:5–17. doi: 10.1107/S205225251801463X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Punjani A, Rubinstein JL, Fleet DJ, Brubaker M. A cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination. Nat. Methods. 2017;14:290–296. doi: 10.1038/nmeth.4169. [DOI] [PubMed] [Google Scholar]
- 60.Rosenthal PB, Henderson R. Optimal determination of particle orientation, absolute hand and contrast loss in single-particle electron cryomicroscopy. J. Mol. Biol. 2003;333:721–745. doi: 10.1016/j.jmb.2003.07.013. [DOI] [PubMed] [Google Scholar]
- 61.Kimanius D, Dong L, Sharov G, Nakane T, Scheres SHW. New tools for automated cryo-EM single-particle analysis in RELION-4.0. Biochem. J. 2021;478:4169–4185. doi: 10.1042/BCJ20210708. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Bepler T, et al. Positive-unlabeled convolutional neural networks for particle picking in cryo-electron micrographs. Nat. Methods. 2019;16:1153–1160. doi: 10.1038/s41592-019-0575-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Emsley P, Cowtan K. Coot: model-building tools for molecular graphics. Acta Crystallogr. D Biol. Crystallogr. 2004;60:2126–2132. doi: 10.1107/S0907444904019158. [DOI] [PubMed] [Google Scholar]
- 64.Emsley P, Lohkamp B, Scott WG, Cowtan K. Features and development of Coot. Acta Crystallogr. D Biol. Crystallogr. 2010;66:486–501. doi: 10.1107/S0907444910007493. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Adams PD, et al. PHENIX: a comprehensive Python-based system for macromolecular structure solution. Acta Crystallogr. D Biol. Crystallogr. 2010;66:213–221. doi: 10.1107/S0907444909052925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Afonine PV, et al. Towards automated crystallographic structure refinement with phenix.refine. Acta Crystallogr. D Biol. Crystallogr. 2012;68:352–367. doi: 10.1107/S0907444912001308. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Yamashita K, Palmer CM, Burnley T, Murshudov GN. Cryo-EM single-particle structure refinement and map calculation using Servalcat. Acta Crystallogr. Sect. Struct. Biol. 2021;77:1282–1291. doi: 10.1107/S2059798321009475. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Harder E, et al. OPLS3: A force field providing broad coverage of drug-like small molecules and proteins. J. Chem. Theory Comput. 2016;12:281–296. doi: 10.1021/acs.jctc.5b00864. [DOI] [PubMed] [Google Scholar]
- 69.Shivakumar D, et al. Prediction of absolute solvation free energies using molecular dynamics free energy perturbation and the OPLS force field. J. Chem. Theory Comput. 2010;6:1509–1519. doi: 10.1021/ct900587b. [DOI] [PubMed] [Google Scholar]
- 70.Bowers, K. J. et al. Scalable algorithms for molecular dynamics simulations on commodity clusters. In Proc. 2006 ACM/IEEE Conference on Supercomputing 84 (IEEE, 2006).
- 71.Predescu C, et al. The u-series: A separable decomposition for electrostatics computation with improved accuracy. J. Chem. Phys. 2020;152:084113. doi: 10.1063/1.5129393. [DOI] [PubMed] [Google Scholar]
- 72.Rodríguez-Espigares I, et al. GPCRmd uncovers the dynamics of the 3D-GPCRome. Nat. Methods. 2020;17:777–787. doi: 10.1038/s41592-020-0884-y. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Density maps and structure coordinates have been deposited in the Electron Microscopy Data Bank (EMDB) and the PDB, with accession codes EMD-38215 and PDB 8XBE for the S3E-LysoPS-GPR34-Gi complex; EMD-38217 and PDB 8XBG for the S3E-LysoPS-GPR34-Gi complex (Receptor focused); EMD-38218 and PDB 8XBH for the M1-GPR34-Gi complex; EMD-38219 and PDB 8XBI for the M1-GPR34-Gi complex (Receptor focused). The dynamics data and the simulation protocols were uploaded in GPCRmd72 (https://www.gpcrmd.org/), with dynamic IDs 1741 for the S3E-LysoPS-GPR34 complex; 1742 for the M1-GPR34 complex; 1743 for the sn1-18:1 LysoPS-GPR34 complex; 1744 for the sn2-18:1 LysoPS-GPR34 complex, and 1745 for the S3E-LysoPS_noamine-GPR34 complex. Source data are provided as a Source Data file. Source data are provided with this paper.