Abstract
The activation of at least 23 different mammalian kinases requires the phosphorylation of their hydrophobic motifs by the kinase PDK1. A linker connects the phosphoinositide-binding PH domain to the catalytic domain, which contains a docking site for substrates called the PIF pocket. Here, we used a chemical biology approach to show that PDK1 existed in equilibrium between at least three distinct conformations with differing substrate specificities. The inositol polyphosphate derivative HYG8 bound to the PH domain and disrupted PDK1 dimerization by stabilizing a monomeric conformation in which the PH domain associated with the catalytic domain and the PIF pocket was accessible. In the absence of lipids, HYG8 potently inhibited the phosphorylation of Akt (also termed PKB) but did not affect the intrinsic activity of PDK1 or the phosphorylation of SGK, which requires docking to the PIF pocket. In contrast, the small molecule valsartan bound to the PIF pocket and stabilized a second distinct monomeric conformation. Our study reveals dynamic conformations of full-length PDK1 in which the location of the linker and the PH domain relative to the catalytic domain determines the selective phosphorylation of PDK1 substrates. The study further suggests new approaches for the design of drugs to selectively modulate signaling downstream of PDK1.
Introduction
Protein kinases play important roles in the regulation of cells and organisms (1). The >500 protein kinases in humans (2) have evolved sophisticated mechanisms of regulation (3, 4) to achieve both selective functions and to phosphorylate substrates in a timely and specific manner (5–7). Because cancer and other diseases often involve altered signaling, protein kinases have become a major drug target group during the last two decades (8). Although most past drug development programs have focused on drugs that bind at the ATP-binding site, there is increased interest in the discovery and development of drugs targeting alternative non-conserved sites on protein kinases, such as by targeting specific allosteric mechanisms of regulation (9–11). Allosteric drug development approaches, however, are hampered by limited information on the dynamic conformations of full-length protein kinases in solution (12).
Phosphoinositide-dependent protein kinase 1 (PDK1) is a master kinase that phosphorylates at least 23 AGC kinases at the activation loop (13, 14), a site required for their activity. Despite its name, PDK1 does not require phosphoinositides for activity (15). The phosphorylation of substrates such as p70 ribosomal S6-kinase (S6K) (16), serum and glucocorticoid-stimulated kinase (SGK) (17) or peptide substrates (such as T308tide (18)) are not affected by phosphoinositides in vitro. Different substrates of PDK1 are involved in different signaling pathways and therefore PDK1 has acquired specific mechanisms for their phosphorylation (19, 20). PDK1 plays a central role in signaling downstream of insulin and growth factors and phosphoinositide 3-kinase (PI3K) (21, 22). The lipid second messenger product of PI3K, phosphatidylinositol 3,4,5-trisphosphate (PIP3) is constitutively elevated in most cancer cells, resulting in enhancement of downstream signaling. Indeed, 38% of all cancer patients have loss of PTEN, a key PIP3 phosphatase and tumor suppressor, or activating mutations in PI3K (21) which contribute to increased levels of PIP3. Thus, members of the growth factor/PI3K pathway are desirable drug targets for the treatment of cancer. Indeed, there are drugs already approved for human use and in clinical development directed at growth factor receptors, PI3K and Akt (also known as protein kinase B; PKB) (21), the best characterized anti-cancer target downstream of PDK1.
Downstream of PI3K activation within the growth factor signaling pathway, PDK1 phosphorylates isoforms of Akt, SGK, RSK and S6K. The phosphorylation of PDK1 substrates follows different mechanisms (Fig. 1). PDK1 does not require binding to PIP3 to phosphorylate substrates such as S6K and SGK in vitro or in vivo (16, 17, 23). These phosphorylation events are mediated by a phosphorylation-dependent docking interaction between a C-terminal hydrophobic motif (HM) present in substrates and a regulatory site called the PIF-binding pocket (PIF pocket) in PDK1 (18, 24–33) (Fig. 1, top). On the other hand, the PI3K-induced phosphorylation of Akt requires the co-localization of PDK1 and Akt with PIP3 (34), which specifically interacts with an N-terminal PH domain on Akt and a C-terminal PH domain in PDK1 (19, 35) (Fig. 1, middle). Akt lacking its PH domain (Akt ΔPH) resembles SGK but does not become phosphorylated at the activation loop when its C-terminal hydrophobic motif region is replaced by that of SGK (containing the phosphomimetic mutation S422D at the HM site), indicating the existence of additional interaction determinants with PDK1 that differ between SGK and Akt (24).
Although the phosphorylation of some substrates of PDK1 are induced upon PI3K stimulation, other substrates, such as conventional PKCs, are phosphorylated by PDK1 upon synthesis by the HM docking-mediated interaction (36) in a PIP3-independent manner (37). Furthermore, persistent inhibition of PI3K can activate Akt by a mechanism in which PDK1 phosphorylates Akt in the absence of PIP3 (38). Thus, there are at least two different mechanisms by which PDK1 recognizes its substrates, of which the structural details are known only for the docking interaction of the catalytic domain of PDK1 with the C-terminal region of substrates (Fig. 1, top). Details of the mechanism of interaction and phosphorylation of Akt in the presence and absence of PIP3 are unknown (Fig. 1, bottom).
Based on the available biochemical information, the co-localization of PDK1 and Akt by their interaction with PIP3 at membranes is thought to determine Akt phosphorylation after PI3K activation. In the presence of PIP3-loaded vesicles, the soluble inositol phosphates inositol-1,3,4,5,6-pentaphosphate (IP5) and inositol hexakisphosphate (IP6) displace the binding of PIP3 to the PH domain of PDK1 and, as expected, inhibit the phosphorylation of Akt by PDK1 (39). IP5 (40, 41) and an IP5 derivative 2-O-benzyl-IP5 (42–44) inhibit proliferation and PDK1 activity measured in vitro in the absence of PIP3, leading to the suggestion that these compounds inhibit proliferation by inhibition of PDK1-Akt signaling (42).
The existence of PDK1 dimers in cells adds yet another level of regulation (45–48). The yeast PDK1 ortholog PKH2 additionally binds phosphatidic acid, phosphatidylserine and sulfatide, which could participate in its regulation (49). Also, phosphatidylserine regulates the activity and dimerization of PDK1 (50). Analysis of PDK1 interaction with PIP3 and phosphatidylserine and its membrane localization and dimerization has not established the roles of monomers and dimers of PDK1 (50). Therefore, even if the current knowledge of PDK1 regulation has allowed us to understand the molecular mechanisms of PDK1 signaling in evolutionarily distant eukaryotic organisms, we still lack information on PDK1 monomers and dimers to help build a complete molecular mechanism of signaling by mammalian PDK1. Autoinhibition of PDK1 mediated by the PH domain and release of the autoinhibition by PIP3 has been proposed (51, 52), but should be regarded with caution because constructs of PDK1 without the PH domain have similar catalytic activity as full-length PDK1 (28, 51, 53).
Protein kinases are often multi-domain proteins, regulated by regions N- or C-terminal to their catalytic domains. Although the structures of the catalytic domains of numerous protein kinases are known, the structures of full-length protein kinases and the dynamic conformational changes they undergo are much less studied. The structure of the isolated PH domain of PDK1 and the structure and dynamics of the isolated catalytic domain have been described, but information on the structure and conformations of full-length PDK1 and how PDK1 interacts with Akt are missing. In the current work, we described the existence of at least three distinct conformations of full-length PDK1 in solution in which IP5 derivatives and valsartan inhibited the formation of PDK1 dimers by stabilizing two distinct monomeric forms of PDK1. Our studies showed the existence and the structure of a conformation of monomeric PDK1 with the PH domain attached at the back of the catalytic domain that could specifically inhibit the ability of PDK1 to phosphorylate Akt in the absence of PIP3 without affecting its ability to phosphorylate SGK. The conformations of full-length PDK1 could be experimentally manipulated and affected substrate selectivity. Together, our results provide insight into the dynamic equilibrium of conformations of full-length PDK1 that adds a missing link into the model of PDK1-specific signaling. Furthermore, the work enables a new approach for discovery of innovative drugs with potential anti-cancer applications.
Results
Inositol phosphate derivatives potently inhibited the phosphorylation of Akt by PDK1 but did not inhibit PDK1 kinase activity towards all polypeptide substrates
2-O-benzyl-IP5 is a potent in vitro inhibitor of PDK1 (IC50 26 nM) (42). To explore the structural basis of this effect, we synthesized additional inositol phosphate derivatives related to IP5 (Fig. 2A). We found that the synthetic IP5 derivative 2-O-benzoyl-IP5 (HYG8) was also a potent inhibitor of PDK1, as measured by two different in vitro commercial kinase assays performed in the absence of PIP3. The first was Thermo Fisher Scientific/Invitrogen PDK1 cascade assay, which uses Akt as substrate in a coupled, cascade-type assay and in which the activity of PDK1 is measured by its ability to activate Akt. The second was the “PDK1 Direct” assay, which uses a peptide substrate (Ser/Thr 07) of undisclosed sequence (table S1) as the substrate of PDK1 and a readout of FRET between coumarin and fluorescein (5-FAM). In the PDK1 Direct assay, HYG7, HYG8 and HYG14 inhibited PDK1 with IC50 values of 16-29 nM range (table S1), whereas IP5 and 2-O-acetyl-IP5 (HYG6) were 15 to 36 times less potent inhibitors. IP6 was inactive. Scyllo-IP5 and another synthetic derivative of IP5, 2-O-(2-aminoethyl)-IP5 (AMR1474), were weak inhibitors in the same assays (10% or less inhibition at 1 μM) (table S2).
We have previously measured the intrinsic activity and allosteric activation of PDK1 by measuring the ability of PDK1 to phosphorylate a peptide substrate (T308tide, KTFCGTPEYLAPEVRR) derived from the site in Akt that is phosphorylated by PDK1 (18, 28, 29, 54). In our established assay, the HYG compounds were not potent inhibitors of PDK1, although HYG8 partially inhibited full-length PDK1, but not the isolated catalytic domain (fig. S1A,B). Thus, results using our established in vitro assay contrasted with those from commercial assays reported previously for 2-O-benzyl-IP5 and described above, in which the related compounds HYG7, HYG8 and HYG14 potently inhibited the kinase activity of PDK1. This finding suggested that interactions with the PH domain have an unexpected effect on PDK1 activity in an assay-dependent manner.
Inositol phosphates and synthetic derivatives inhibited the PDK1-mediated phosphorylation and activation of Akt but not of SGK in vitro
In previous studies, we concluded that the structural determinants used by PDK1 for the phosphorylation of Akt should be different from that of SGK (24). We and others also have described small molecules that bind to the PIF pocket of PDK1 and inhibit the phosphorylation of SGK and S6K but not that of Akt (29, 31). PDK1 can activate Akt and Akt ΔPH in vitro in the absence of PIP3, although with lower efficiency, in a mechanism that depends on the HM-mediated docking interaction(24). We found that in the absence of PIP3, HYG8 selectively inhibited the activation of Akt and Akt ΔPH by PDK1, but did not inhibit the activation of SGK in vitro (Fig. 2B,C). The inhibition of Akt activation by HYG8 replicated the commercial “cascade” PDK1 assay, validating some of the results described above. In addition, the lack of effect on SGK was consistent with our finding that the HYG compounds did not inhibit the intrinsic activity of PDK1 (fig. S1 A,B). Moreover, the data indicated that the interaction of PDK1 with HYG8 promoted conformational changes that selectively blocked the phosphorylation and activation of Akt, without affecting the phosphorylation of SGK.
We explored the possible reason for the different results observed with the commercial PDK1 Direct assay and our established activity assay using T308tide as a substrate. We showed that the phosphorylation of a synthetic peptide substrate of PDK1 was sensitive to the presence of the linker-PH domain and that the interaction with this peptide substrate was inhibited by HYG8 (fig. S2, A to G). In turn, our results suggested that the conformational change induced by HYG8 could also affect the phosphorylation of Ser/Thr 07, a structurally related substrate peptide used in the commercial “PDK1 Direct” assay. Together, our results indicated that small molecules such as HYG8 could selectively inhibit the activation of Akt by PDK1.
Inositol phosphates and synthetic derivatives bound differentially to the isolated PH domain of PDK1 and to full-length PDK1
The compounds in Fig. 2A bound to the isolated PH domain of PDK1 as shown by their ability to displace the interaction of the isolated PH domain of PDK1 (GST-PDK1408-556) and full-length PDK1 (GST- PDK11-556) from membranes spotted with di-C18-PIP3 in a lipid overlay assay. The effect of the different compounds on the interaction depended on the PDK1 construct (fig. S3A). For example, IP5, scyllo-IP5, IP6 and HYG14 displaced the interaction of PIP3 with the isolated PH domain to a similar extent, but HYG14 was much more potent in displacing the interaction between PIP3 and full-length PDK11-556.
We established an AlphaScreen assay that measured the interaction between biotin-PIP3 and GST-PDK11-556 or GST-PDK1360-556 (GST-linker-PH domain) (Fig. 3A,B). Similar to the results obtained in the lipid overlay assay, both proteins interacted equally well with biotin-PIP3 (Fig. 3C), but the ability of the compounds to displace the PDK1-PIP3 interaction depended on the construct. For example, HYG14 almost completely displaced PIP3 from GST-PDK11-556 at 5 nM (Fig. 3D, fig. S3B) but did not achieve similar displacement of PIP3 from GST-linker-PH domain unless added at a more than 1000-fold higher concentration (Fig. 3E, fig. S3B). In contrast, 2-O-aminoethyl-IP5 (AMR1474), a HYG14 derivative with an amino group at the end of the hydrophobic side chain, lacked or showed reduced ability to displace the interaction of PIP3 from GST-PDK11-556 and GST-PDK1360-556 (Fig. 3D,E, fig. S3B). Similarly, HYG8 displaced PIP3 from GST-PDK11-556 better than from GST-PDK1360-556 and showed a higher potency than IP5 in the first assay, showing again the importance of a hydrophobic side chain on full-length PDK1 (Fig. 3F,G, fig. S3B). Together, the results suggested that HYG7, HYG8 and HYG14 interacted with the PH domain of PDK1 but promoted additional interactions with regions outside the PH domain that provided higher affinity for full-length PDK1.
We next investigated the effect of the different compounds on the thermal stability of the kinase. HYG8 increased the temperature stability of PDK11-556 without affecting that of PDK150-359, which comprises only the catalytic domain (Fig. 3H,I). HYG8 also stabilized GST-PDK11-556 (fig. S4), indicating that the stabilization was independent of the tag. In a manner that mirrored the relative potency to displace PIP3 from PDK11-556 and the effect on PDK1 activity in the commercial PDK1 Direct assay, the relative potency of the different compounds could be divided into three groups. HYG7, HYG8 and HYG14 at 1 μM potently increased the thermal stability of PDK11-556 (1 μM) by 11-15 °C, while they produced a minor further increase in the temperature stability (13-16 °C) at 20 μM. The stabilization at both temperatures was lower by AMR1474 and scyllo-IP5, while IP5 and HYG6 had intermediate potency. (Fig. 3J and table S3).
Inositol phosphates and synthetic derivatives stabilized a particular conformation of full-length PDK1
We reasoned that the increased temperature stability of full-length PDK1 by HYG7, HYG8 and HYG14 could be due to the stabilization of a dimeric form of the kinase or the intramolecular stabilization of the monomeric form. Therefore, we next sought to set-up a reliable PDK1– PDK1 interaction assay (Fig. 4A). His-PDK11-556 interacted with GST- PDK11-556 (Fig. 4B. However, the interaction between His-PDK11-556 and a construct of PDK1 comprising the linker region and the PH domain (GST-PDK1-Linker-PH; GST-PDK1360-556) showed a much higher level of binding (Fig. 4B). We found that HYG6, HYG7, HYG8 and HYG14 potently blocked the formation of PDK1 dimers (IC50 20-35 nM; Fig. 4C and table S4). IP5 and scyllo-IP5 had an intermediate effect (IC50 67 and 124 nM), whereas AMR1474 and IP6 had limited ability to displace the interaction (IC50 470 nM and no displacement, respectively). The effect of compounds on the dimerization assay using full-length His-PDK11-556 and GST-PDK11-556 had similar results (Fig. 4D and fig. S5). The relative ability of compounds to displace the dimer interaction correlated with their ability to displace the binding of PIP3 from full-length PDK1 and the potent inhibition of PDK1 activity measured in the commercial assays.
Our data suggest that the phenyl group side chain of HYG8 (or the aliphatic side chain of HYG7 and HYG14) induced the intramolecular interaction of the PH domain with the catalytic domain. The effect was induced most effectively by the phenyl (HYG8) or aliphatic (HYG14) group but not by AMR1474, thus indicating that it was specific and abolished by a positive charge at the end of the hydrophobic chain. The axial orientation of the hydroxyl group in IP5 was favored compared with the equatorial orientation in scyllo-IP5, showing that the effect could be sensitive to very small structural changes in inositol phosphate ligands. Moreover, a phosphate at this position was not favored because IP6 was less potent than IP5.
Binding to the inositol polyphosphate compound HYG8 switched the equilibrium of full-length PDK1 to a monomeric form that bound PIFtide
There is an allosteric communication between the PIF pocket regulatory site and the active site in PDK1 (55). PIFtide is the prototype hydrophobic motif (HM) polypeptide derived from the C-terminal HM of a PDK1 substrate. HM polypeptides from substrates of PDK1 interact with the PIF pocket of PDK1, providing selectivity and regulation of the interaction with substrates and also enhancing the catalytic activity of PDK1 (18, 28, 54). PIFtide had no effect on dimer formation (Fig. 4E). Like PIFtide, small compounds that bind to the PIF pocket (PS48 and PS210) allosterically affect the ATP-binding site, whereas some compounds that bind to the ATP-binding site (PS653, adenosine and GSK2334470) allosterically affect the properties of the PIF pocket (29, 54). None of these compounds affected the dimerization of PDK1 (Fig. 4F and fig. S6, A and B). Therefore, we conclude that the allosteric communication between the ATP-binding site and the PIF pocket in the catalytic domain of PDK1 was independent of the dimerization mechanism. We reasoned that if PIFtide bound only dimers or only monomers, we would observe a shift in the monomer-dimer equilibrium, which did not happen. Therefore, we also concluded that PIFtide binds both PDK1 dimers and monomeric conformations of PDK1.
HYG8 increased binding of GST-PDK11-556 to PIFtide 3-4-fold in different experiments with approximate EC50 2.4 nM, whereas AMR1474 had virtually no effect (Fig. 4G). The increased level of binding to PIFtide could be due to an increased affinity for PIFtide. However, the concentration of biotin-PIFtide that produced half maximal binding to PDK1 was similar in the presence or absence of HYG8 (Fig. 4H), suggesting that the affinity for PIFtide was unchanged by HYG8. In any case, an experimental increase in the maximal binding could be only due to a change in the equilibrium of PDK1 conformations, with an increase in the population of PDK1 molecules able to bind to PIFtide. PIFtide and HYG8 produced additive stabilization of PDK1 in a temperature stability assay (Fig. 4I), thus confirming that PIFtide can bind to the HYG8-stabilized conformation of PDK1. Together, these data led us to conclude that HYG8 could increase the number of PDK1 proteins that bound to PIFtide. An increase in PDK1 molecules that bind to PIFtide in the presence of HYG8 must originate from a pre-existing pool of molecules that have reduced or zero ability to bind PIFtide, large enough to account for the observed several fold increase in binding to PIFtide. Therefore, we suggested that in solution, there is an equilibrium between different pools of PDK1 and that the binding of HYG8 shifts the landscape to favour monomeric conformations that bind PIFtide.
In batch small-angle X-ray scattering (SAXS), the estimated Dmax and Rg were decreased in the presence of HYG8, leading to a decrease in the estimation of the MW (from an estimated MW of 85-94 kDa to an estimated MW of 53 kDa; table S5). We also established a STORM-based method to visualize PDK1 dimers. In this assay, we diluted fluorescently labelled SNAP-PDK1 to ensure individual proteins were separated. Because the assay cannot distinguish between the two molecules forming part of the dimer, each PDK1 dimer is expected to appear as a single fluorescent spot with twice the fluorescence intensity of a monomer. A bimodal distribution of fluorescence intensity was identified (fig. S7A), in accordance with the existence of monomers and dimers of PDK1. The addition of HYG8 decreased the proportion of PDK1 dimers (fig. S7B). Together, the results above indicated that PDK1 was in equilibrium between monomers and dimers and that HYG8 disrupted dimers by stabilizing a particular monomeric conformation of PDK1 that could bind PIFtide.
To analyze only the monomeric forms of PDK1, we subjected PDK11-556 to size exclusion chromatography (SEC)-SAXS. Monomeric full-length PDK11-556 had Dmax = 110 Å and Rg = 34.8 Å, with the MW estimated between 67 and 79 kDa by different calculation approaches (Table 1). When the SEC-SAXS experiment was performed after incubation of full-length PDK11-556 with HYG8 and the inclusion of 1 μM HYG8 in the running buffer, the Dmax and Rg remained similar (Dmax = 115 Å and Rg = 35 Å respectively) with an estimated MW by different calculation approaches from 54 to 61 kDa (Table 1 and fig. S8A). Furthermore, we used the SEC-SAXS data with DAMMIF software to build ab initio low resolution 3D models of PDK11-556 in the absence or in the presence of HYG8 (Fig. 4J,K).
Table 1. Structural parameters and molecular mass determination obtained from SAXS.
Apo PDK150-359 | Apo PDK11-556 | PDK11-556 + HYG8 | |
---|---|---|---|
SEC-SAXS | |||
Rg from Guinier (nm) | 2.37 (+/- 0.02) | 3.48 (+/- 0.02) | 3.50 (+/- 0.02) |
Dmax from P(r) (nm) | 6.8 (+/- 0.3) | 11.2 (+/-0.2) | 11.5 (+/-0.1) |
Porod Volume Vp (nm3) | 59.1 | 107.5 | 98.1 |
MW from Porod (kDa) (MW ~ Vp / 1.6) | 37 | 67 | 61 |
MW Vc (kDa) | 35 (+/- 4) | 74 (+/- 7) | 54 (+/- 5) |
MW Bayesian (kDa) * | 39 (37-41; 90%) | 79 (75-82); 90% | 56 (53-59); 93% |
For Bayesian approximation, the MW estimate in kDa is indicated together with the credibility interval (kDa) and credibility interval probability (%) in parenthesis (calculated using PRIMUS).
The SAXS measurements can be used to model the ensemble of flexible multi-domain proteins in solution using ensemble optimization method software (EOM)(56). In the EOM study, the software first calculates the radius of gyration (Rg) and maximal diameter (Dmax) of an ensemble of full-length PDK1 generated models under the condition that the CD and PH domains are well structured but the linker region can be freely located (fig. S8 B and C, black lines). In contrast to the flexible hypothesis, the selected models that best fitted the experimental data possessed lower Rg and Dmax values, which indicated that PDK1 was considerably compacted in the apo and HYG8-bound conformations (fig. S8 B and C, red and blue lines). Furthermore, EOM confirmed that the monomeric form of PDK11-556 did not substantially change the level of compactness upon interaction with HYG8. Therefore, we concluded that the linker-PH domain is not freely and randomly mobile, but most of the time specifically attached to the catalytic domain. The majority of the proposed EOM models for full-length PDK1 in the absence of HYG8 present the PH domain in close proximity to the upper part (small lobe) of the catalytic domain (fig. S8D). The PH domain was modeled more frequently on the back side of the catalytic domain in the presence of HYG8 (fig. S8E).
Confirmation of the second monomeric conformation of PDK1 using valsartan, a small molecule that bound to the PIF pocket and stabilized a different monomeric form of PDK1
We showed that HYG8 increased the number of PDK1 molecules that bound to PIFtide (Fig. 4G,H), suggesting the existence of a pool of PDK1 conformations that did not bind to PIFtide. To identify and characterize the predicted second monomeric conformation of PDK1, we screened a small library of drug-like compounds for inhibitors of PDK1 dimerization. We used the AlphaScreen interaction assay that measures the interaction between His-PDK11-556 and GST-PDK1360-556 (Fig. 4B), eliminated compounds with non-specific effects, and validated a set of “hits” with IC50 in the 2-50 μM range. The angiotensin II type 1 receptor blocker valsartan inhibited PDK1 dimerization (IC50= 32 μM, Fig. 5A-C). Valsartan is based on a tetrazole, and is linked to a biphenyl structure, an aminobutyric acid and an oxopentyl side chain. Des(oxopentyl) valsartan did not disrupt PDK1 dimers, suggesting that the oxopentyl moiety was important for the interaction and disruption of PDK1 dimers. At 50 μM, valsartan stabilized PDK11-556 in the temperature-stability assay (ΔTm 2.2 °C; Fig. 5D) but produced less stabilization of the isolated catalytic domain of PDK1 (PDK150-359) (Fig. 5D). The result confirmed that valsartan binds to PDK11-556 and that the higher stabilization requires the linker-PH domain region.
Valsartan modestly increased the ability of PDK150-359 to phosphorylate the T308tide peptide (Fig. 5E) and differentially affected WT PDK11-556 and PDK11-556 [L155E] that is mutated at the PIF pocket (Fig. 5F). Compounds that bind at the PIF pocket - PS48, PS210, and RS1 - allosterically activate PDK1 and increase the phosphorylation of T308tide (29, 31, 54). The effect of valsartan on WT PDK11-556 but not PDK11-556 [L155E] suggested that valsartan binds to the PIF pocket as well. In agreement with this prediction, valsartan but not des(oxypentyl)valsartan inhibited the interaction between His-PDK11-556 and biotin-PIFtide (Fig. 5G). Although PDK1 could bind HYG8 and PIFtide simultaneously, valsartan did not further enhance the temperature stability of the PDK1-HYG8 complex (Fig. 5H). These results are consistent with valsartan stabilizing a monomeric form of full-length PDK1 that is distinct from the monomeric form stabilized by HYG8 and functionally different because it does not bind PIFtide.
To further understand the binding mode of valsartan, we crystallized PDK150-359 in complex with valsartan. We solved the high resolution structure of the PDK1-valsartan complex (Fig. 5I and table S6), which showed that valsartan binds to the PIF pocket of PDK1. Three molecules of valsartan produced a strong electron density at the PIF pocket and were modeled (Fig. 5J). Molecules #2 and #3 bind at locations occupied by PS48 and PS210 (fig. S9 A-D), compounds which did not affect PDK1 dimerization in our studies. Therefore, valsartan molecule #1, located on the helix α-B side of the PIF-pocket, could be responsible for disrupting PDK1 dimers (Fig. 5I,J). In agreement with this suggestion, Ala substitution of Val124, a residue in proximity of molecule #1, reduced the valsartan-induced thermal stabilization of PDK1 (fig. S9E, F).
HYG8 stabilized a conformation of PDK1 with the PH domain sitting on the back of the catalytic domain
We next used hydrogen/deuterium (H/D) exchange to investigate the conformation of full-length PDK1 in solution. We first compared the H/D exchange of the catalytic domain (PDK150-359) to that of the catalytic domain polypeptides in full-length PDK1 (PDK11-556). The H/D exchange of most polypeptides from the catalytic domain were not affected by the presence of the linker-PH domain in the PDK11-556 construct. Notable exceptions were peptides 168-177, 225-247, 259-274 and 298-311, which were all more protected from H/D exchange in PDK11-556 (Fig. 6, fig. S10A,B and fig. S11). Peptide 168-177, in which three hydrogens were protected from exchange, showed the highest degree of protection. The presence of HYG8 conferred protection to polypeptides 456-470 and 485-503, which correspond to the PIP3 binding site in the PH domain. HYG8 produced a further increase in the protection of peptide 168-177, 259-274 and 298-311. This result indicates that the linker-PH domain binds and protects from exchange polypeptides located at the back of the catalytic domain, whereas HYG8 binds to the PIP3-binding site of PH domain and stabilizes this conformation.
In the presence of HYG8, a small deprotection at the first time-point was observed on the peptide comprising residues 108-121, but not in the polypeptide comprising residues 108-114, indicating a deprotection in the region 114-121 which corresponds to the helix α-B. A similar H/D exchange in polypeptide 108-121 was observed in full-length PDK1 in the presence of HYG8 and on the corresponding peptide on the isolated catalytic domain. The protection at the back of the catalytic domain thus correlated with a deprotection of helix α-B, suggesting that in the presence of HYG8, the linker-PH domain could release a protection on helix α-B, a helix that constitutes the PIF pocket and that interacts with valsartan molecule #1. The above chemical biology studies indicate that PDK1 has at least three major conformations in equilibrium: monomers stabilized by HYG8, monomers stabilized by valsartan, and dimers. Moreover, these conformations are important because PDK1 conformations stabilized by HYG8-like compounds can selectively inhibit the phosphorylation of one substrate of PDK1, Akt. HYG8 is related to the headgroup of PIP3 (Fig. 2A). However, although PDK1 readily phosphorylates Akt in the presence of PIP3, HYG8 had the opposite effect. The head group of PIP3, inositol-1,3,4,5-tetrakisphosphate (IP4), did not enhance binding to PIFtide, indicating that IP4 did not stabilize the HYG8-bound conformation that inhibits the phosphorylation of Akt (fig. S12).
The monomeric full-length PDK1 conformations stabilized by HYG8
We modelled the structure of PDK1 (77-549) in the conformation stabilized by HYG8 (Fig. 7A). The structure comprises the catalytic domain, the linker region and the PH domain. The model was built based on a combination of available structural information obtained through crystallization, homology modeling, docking, and molecular dynamics simulations. The PH domain was specifically modeled from PDB ID 1W1G, in which it is bound to IP4 (39), and the catalytic domain was modeled from PDB ID 4RRV, in which it is bound to PIFtide and ATP (31). The model explains the protection of the polypeptide 168-177 and all experimental H/D exchange data (Fig. 6 and fig. S11).
In our model, the binding site on the PH domain for PIP3, inositol phosphates and the HYG compounds is distant from the region that interacts with the catalytic domain. Thus, we predict that the binding of HYG8 allosterically affects the helix 434-443 to enhance the intramolecular interaction of the PH domain with the catalytic domain of PDK1 (Fig. 7B,C). This helix is unique to the PH domain of PDK1 (39). Part of the linker region including Tyr373 and Tyr376 (372CYGNYDNLLS381) was modeled to attach to the catalytic domain in a manner analogous to the Tyr7 and Phe10 residues that provide a high affinity binding to the pseudosubstrate inhibitor peptide PKI (5-24; 5TTYADFIASGRTGRR24) that binds to a homologous kinase cAMP-dependent protein kinase, PKA (PDB ID 1CDK) (57) (Fig. 7D). The remainder of the linker was modeled using docking and implicit solvent simulations. Other than the helix at 372-381, the linker region is flexible and better represented as an ensemble of structures. Tyr373 and Tyr376 correspond to phosphorylation sites on PDK1, and the depicted conformation of PDK1 with the 372-381 segment selected for the model can only be achieved when both Tyr residues are not phosphorylated.
The general orientation of the catalytic domain relative to the linker-PH domain in the AlphaFold (58) model of full-length PDK1 was overall similar to our modeled structure (fig. S8F). Furthermore, the AlphaFold model also explained the protection from H/D exchange of the peptides 168-177, 259-274 and 298-311 (Fig. 6). AlphaFold also models an interaction of the linker-PH domain with the pocket on the catalytic domain that we modeled to interact with Tyr373 and Tyr376. This pocket was also occupied in the AlphaFold models of full-length PDK1, even in distant orthologs that have a zinc-finger domain instead of a PH domain. In the AlphaFold model, however, Tyr373 and Tyr376 were relatively exposed, suggesting that the AlphaFold conformation could explain the structure of a form phosphorylated at the Tyr residues. Both modeled conformations were active overall and the peptide substrate binding site was exposed for peptide substrate binding, in agreement with HYG8 not inhibiting the catalytic activity of PDK1. The modeled conformations could also bind the HM of substrates of PDK1 as observed in the crystal structures (31, 32) and fit with the biochemical information indicating that HYG8 and PIFtide could bind to the same conformation. They were also consistent with the finding that PDK1 in complex with HYG8 could efficiently phosphorylate SGK, which requires a docking interaction of its HM with the PIF pocket of PDK1. On the other hand, even if the enzyme is active, the biochemical data indicated that the conformation stabilized by HYG8 did not phosphorylate Akt in the absence of PIP3, suggesting that this conformation, with the linker-PH domain associated to the back of the catalytic domain, hinders the specific interaction with Akt but not the interaction with SGK. Our modeled structure (PDK177-549) could be fitted into the low-resolution structure of full-length PDK11-556 from SAXS in the presence of HYG8 obtained above, with the large lobe of the catalytic domain occupying the more rounded bottom of the structure (Fig. 7E). The fitting of the ribbon model and the simulated dynamics to the envelope do not appear perfect (Fig. 7E and fig. S8H). This could be due to imperfections of the model, which is possible due to the number of assumptions that were used for building the model. Alternatively, the discrepancies may be due to the actual envelope, which represents the average of dynamic regions in conformations stabilized by HYG8. Since the allosteric nature between the PIF-pocket and the ATP-binding site is conserved, we must expect that the envelope may represent an average between open and closed conformations. In addition, we note that the regions that seem to extrude from the envelope, correspond to regions of the protein that are very dynamic, as resolved in previous HDX experiments (54) and in MD simulations (32) (fig. S8G).
Discussion
Protein kinases are often multidomain proteins, in which the different domains play roles in the regulation of activity. However, in most cases the mechanisms of regulation are poorly understood, despite their importance to signaling and disease. The PH domain of PDK1 is required for co-localization of PDK1 with one of its substrates, Akt, and for PDK1 dimerization (22, 45, 46, 48). Our present study showed that full-length PDK1 could adopt at least three conformations, which were determined by the position of the linker and the PH domain. The monomeric conformations of PDK1 were biologically relevant because they had distinct biochemical properties. The HYG8-stabilized conformation bound to PIFtide and was active towards SGK but not Akt, whereas the second monomeric conformation did not bind PIFtide and therefore could not interact with and phosphorylate substrates that require the docking interaction, such as S6K, SGK, RSK and PKC isoforms. Together, the characteristics of the two monomeric conformations of PDK1 reveal a new mechanism of substrate-selective regulation, mediated by the position of the linker PH domain on the catalytic domain. The various conformations provide an additional mechanism to adjust the selective and timely phosphorylation of PDK1 substrates. Here, we depicted the molecular structure of one of the PDK1 monomeric forms in which the PH domain associates with the back of the catalytic domain. Together, these biochemical and structural findings can also be harnessed for the rational development of substrate selective drugs. Previously characterized compounds binding to the PIF pocket of PDK1 are substrate-selective inhibitors that block the phosphorylation and activation of substrates that require docking to the PIF pocket. In contrast, compounds stabilizing PDK1 in the conformation modeled in complex with HYG8 are predicted to have the opposite effect of selectivity, inhibiting Akt phosphorylation without affecting the phosphorylation of other substrates of PDK1.
The finding that HYG8 “enhanced” binding to PIFtide several fold indicated to us that, in the absence of added compounds, only a minor proportion of PDK1 was in a conformation suitable for binding to PIFtide and that the addition of HYG8 enriched PDK1 in conformations that were competent for binding to PIFtide. Although we deduced the existence of two monomeric conformations of PDK1, we only modeled the conformation of PDK1 in the presence of HYG8. Unfortunately, we could not obtain reliable H/D exchange data in the presence of valsartan. However, we can deduce some characteristics of the second monomeric conformation of full-length PDK1. The SEC-SAXS of full-length PDK1 in the absence of HYG8 shows that the apo structure is similarly compacted to the HYG8-bound conformation, excluding the possibility that the linker-PH domain region is randomly flexible and indicating that the linker-PH domain must also fold onto the catalytic domain in the second monomeric conformation of PDK1. In addition, three sets of data suggest that the second monomeric conformation of PDK1 may have the linker-PH domain region attached to the small lobe of the kinase, in the proximity of the PIF-pocket. First, valsartan bound at the PIF pocket and stabilized full-length PDK1 to a greater extent than the catalytic domain, suggesting that valsartan could interact with both the PIF pocket and the linker-PH domain. Second, in the presence of HYG8, concomitant with protection at the back of the kinase, there was a deprotection at the helix α-B. We can speculate that by attaching to helix α-B, the linker-PH domain could block the binding of PIFtide and still bind PS48 and PS210. In such a model, valsartan molecule #1, which interacted with the helix α-B but also extended outwards, could act as a glue between the catalytic domain and the linker-PH domain to stabilize this conformation. Third, most of the conformations proposed by the EOM evaluation of SEC-SAXS data of apo-PDK1 localized the linker-PH domain interacting with the small lobe of the kinase.
Levina et al. used a construct fusing PDK1 to PIFtide to stabilize PDK1 dimers with the aim of investigating the transient PDK1 dimer that must form during in vitro trans-autophosphorylation of the activation loop (52). In the proposed model by Levina et al., a putative hydrophobic motif sequence from the linker region binds to the PIF pocket of the neighbouring PDK1 molecule. In this situation, PIFtide binding with high affinity to the PIF pocket should displace those dimers. The model proposed by Levina et al. is not supported by our data because PIFtide did not disrupt dimers. Also, the Levina et al. model predicts that the addition of PIFtide or an equivalent HM polypeptide would inhibit PDK1 autophosphorylation. However, Frödin et al. showed that a HM polypeptide enhances PDK1 autophosphorylation (59). Therefore, the model described by Levina et al. does not fit the characteristics of the PDK1 dimers presented by this study or previously published biochemical studies. In the present work, we investigated PDK1 dimers using AlphaScreen technology. In addition, we also validated the presence of PDK1 dimers and the disruption of dimers by HYG8 by using AlphaScreen assays, batch SAXS and a super resolution microscopy STORM-based method. Thus, we are confident that the AlphaScreen interaction assays between PDK1 constructs shown in this work represent PDK1 dimers that are disrupted by HYG8.
Levina et al. also proposed that the PH domain autoinhibits PDK1 (52), which contrasts with previous studies showing that constructs lacking the PH domain phosphorylate diverse substrates to a similar extent in vitro, including peptide substrates, such as T308tide (28, 51). Given the results presented here, autoinhibition based on the decreased phosphorylation of one substrate may not reflect the inhibition of the catalytic activity but the contribution of a conformation of full-length PDK1 to the phosphorylation of one particular substrate or a subset of substrates.
Here, we also observed that the phosphorylation of peptide substrates was affected by the PDK1 construct (fig. S1, A-E) and that the binding of HYG8 disrupted the interaction of a particular peptide substrate with PDK11-556 (fig. S1, F,G), indicating that the interaction is affected by the conformation of full-length PDK1. Similar to the polypeptides GS-022 and GS-023, we suggest that the commercial polypeptide substrate Ser/Thr 07 may be an excellent substrate due to the combination of a low affinity interaction at the peptide substrate binding site and a second important interaction with the linker-PH domain region of PDK1 at epitopes that are hidden in the conformations stabilized by HYG8. In this manner, binding of Ser/Thr 07 to PDK1 is conformation-dependent, such that interaction with PDK1 and the rate of phosphorylation in the presence of HYG8 is decreased.
In our model, the binding of HYG8 to the PH domain induced an allosteric effect, enhancing the interaction of the linker-PH domain with the back of the catalytic domain. By stabilizing this monomeric conformation, HYG8 induced the observed enhancement of binding to PIFtide. In contrast, we concluded that the binding of the headgroup of PIP3, IP4, did not produce the same conformational change (fig. S12). Thus, the second monomeric conformation was compatible with binding to PIP3 at the cell membrane and could be responsible for Akt phosphorylation. Finally, the phosphorylation of other substrates of PDK1 that require the docking interaction (such as SGK, S6K, RSK and PKC isoforms) could be catalyzed by the HYG8-stabilized conformation or by PDK1 dimers but not by the second monomeric conformation.
Compounds that bind to the PIF pocket, such as PS210 and RS1, are substrate-selective inhibitors, inhibiting the phosphorylation of substrates such as SGK and S6K, but not that of Akt (29, 31). Based on our in vitro data, we suggest that compounds that stabilize PDK1 in a similar way to HYG8, or alternatively, compounds that directly stabilize the PH domain-catalytic domain interface, would have the opposite effect on selectivity as compounds that bind to the PIF pocket - inhibiting Akt signaling without affecting the phosphorylation of SGK. In cells, the conformation of PDK1 that does not bind PIFtide could still phosphorylate Akt but would be impaired in the phosphorylation of substrates that require a docking interaction with the PIF pocket. Although not as potent as HYG8 and HYG14, the cellular metabolite IP5 displaced PIP3 and disrupted PDK1 dimers in vitro. It is tempting to speculate that IP5 could also selectively inhibit Akt phosphorylation by PDK1 under certain cellular situations in which IP5 levels reach local concentrations of 50-100 nM (39). We can also speculate that the PDK1 conformations here described may be stabilized by post-translational modifications, interactions with metabolites or interactions with additional proteins, to fine-tune PDK1 cellular signaling. Future work should uncover the location, mechanism of regulation and how these conformations are biologically regulated. Regardless, we predict that stabilizing PDK1 monomeric conformations with drugs that act like HYG8 or valsartan could lead to selective inhibition of PDK1 activity, differentially affecting the phosphorylation of different substrates. More potent and cell-permeable compounds will be required to investigate the pharmacological effects of compounds stabilizing these monomeric conformations of PDK1.
Cellular studies have been performed on two PDK1 mutants with alterations within the PH domain: T513E (47, 48, 50, 51), which is mutated at a predicted phosphorylation site, and K365E, which involves a charge reversal on a Lys residue important for the interaction with the phosphates of PIP3 (23, 60, 61). In vitro, neither mutation affects the specific activity of PDK1 when measured using T308tide as a substrate (23, 51). Notably, the K465E mutant shows increased binding to PIFtide (62). In cells, the T513E mutant has increased basal activity towards Akt, without increased membrane localization (50) whereas the K465E mutant shows residual phosphorylation activity towards Akt, which is independent of the binding to PIP3 (63). Considering our new findings, we suggest that the increased phosphorylation of Akt by these PDK1 mutants could be mediated by an alteration in the equilibrium between PDK1 conformations, increasing the proportion of conformations of PDK1 that are suitable for phosphorylation of Akt by a mechanism involving PIF-pocket docking interactions.
As an important member of the PI3K signaling pathway, PDK1 has been considered a target for anti-cancer drug development. However, PDK1 inhibitors have not advanced in clinical trials. Because PDK1 is necessary for the activity of many kinases that take part in diverse signaling pathways, complete inhibition of PDK1 may have substantial on-target, unwanted side-effects. Here, we uncovered the possibility of stabilizing particular conformations of PDK1 monomers, which would have differential effects on substrates with distinct mechanisms of phosphorylation by PDK1 (Fig. 8). This work thus identifies strategies to inhibit PDK1 downstream signals selectively with small molecules and more broadly, to develop more selective drugs directed against protein kinases. This knowledge could be used to develop innovative drugs for combination treatment of patients with a broad range of cancers.
Materials And Methods
Materials
The polypeptide substrate used for PDK1 was T308tide (KTFCGTPEYLAPEVRR; > 75% purity). The peptide substrate used for SGK and Akt was KK-Crosstide (KKGRPRTSSFAEG). Other polypeptides used were PIFtide (REPRILSEEEQEMFRDFDYIADWS), a peptide derived from the PRK2 HM (a PDK1 substrate), and substrates GS-022 (RRRQFSLRRKAK), and GS-023 (RRRQFSLRRKA-K(5-FAM). Peptides used in AlphaScreen interaction assays were biotin-PIFtide (biotin- REPRILSEEEQEMFRDFDYIADWS) and biotin-GS-022 (biotin-RRRQFSLRRKAK). Peptides were synthesized by Pepscan. PS210 was synthesized by us and characterized previously (29, 30) and PS653 was from Maybridge (32). Biotin-C6-PIP3 was from Echelon Biosciences. IP5 (64), scyllo-IP5 (64), 2-O-(2-aminoethyl)-IP5 (AMR1474) (43), 2-O-butyryl-IP5 (HYG7) (65) and 2-O-benzoyl-IP5 (HYG8) (66) were synthesized and characterized as previously reported. IP6 was obtained commercially (Sigma) and further purified by gradient elution from a Q-Sepharose Fast-Flow resin and isolated as the triethylammonium salt before use. The syntheses and characterization of 2-O-acetyl-IP5 (HYG6) and 2-O-butyl-IP5 (HYG14) are described in the Supplementary Materials. All inositol phosphates and derivatives were fully characterized by 1H, 13C and 31P NMR spectroscopy and used as their triethylammonium salts. Antibodies were purchased from Cell Signaling (#13038, #5642) and secondary antibodies from LI-COR (926-68022 and 926-32213). AlphaScreen beads were purchased from Perkin Elmer (6760619, 6765301, 6760106). SYPRO-Orange 5000x was purchased from Invitrogen™ (S6650). Valsartan was purchased from Sigma (SML0142) and des(oxopentyl)valsartan from Carbosynth. Complete protease inhibitor cocktail tablets were from Roche. Protein concentration was determined using Bio-Rad Protein Assay Dye Reagent Concentrate (#50000069). Ni-NTA was from Jena Bioscience and glutathione sepharose resin was from GE Healthcare. SNAP-Cell® TMR-Star was purchased from NEB (#S9105). Human embryonic kidney (HEK) 293 cells (ATCC) were cultured in Dulbecco’s modified Eagle’s medium containing 10% fetal bovine serum and PenStrep. Mammalian tissue culture materials were from Greiner and JETBiofil. Insect cell expression system and all the insect cell related material were from Invitrogen (Thermo Fisher Scientific). DNA constructs used for transient transfection were purified from bacteria using a Qiagen plasmid Maxi kit.
General Chemistry Methods
Reagents and solvents were of either commercial quality obtained from Sigma-Aldrich (Gillingham, Dorset, U.K.) or Acros-Fisher Scientific (Loughborough, U.K.). Petroleum ether (40-60 °C) is abbreviated as pet. ether. NMR spectra were recorded with a JEOL EX-270 or a Varian Mercury VX 400 or Bruker Avance III (400 MHz and 500 MHz) spectrometer. 1H NMR and 13C NMR chemical shifts are measured in ppm (δ) relative to internal tetramethylsilane (TMS) and 31P NMR chemical shifts are measured in ppm (δ) relative to phosphoric acid as an external standard. Signals are expressed and abbreviated as s (singlet), d (doublet), t (triplet), q (quartet), m (multiplet), br (broad) and ap (apparent). All 1H NMR and 13C NMR assignments are based on COSY, HMQC, HMBC and DEPT experiments. Coupling constants (J) are given in Hz. HRMS mass spectra were recorded on a Bruker MicroTOF spectrometer. Melting points (m.p.) were determined using a Reichert-Jung hot stage microscope apparatus or a Stanford Research Systems Optimelt MPA100 automated melting point system and are uncorrected. Thin-layer chromatography (TLC) was performed on pre-coated plates (Merck TLC aluminium sheets, silica gel 60 F254) with detection by UV light or with phosphomolybdic acid in ethanol followed by heating. Flash chromatography was performed on silica gel (particle size 40-63 μm) using glass columns or on an ISCO CombiFlash Rf automated flash chromatography system using RediSep Rf disposable flash columns. Ion-exchange chromatography was performed on a BioLogic LP low-pressure chromatography system, eluting with gradients of triethylammonium bicarbonate (TEAB) buffer and using Milli-Q quality water. 2 M TEAB (pH 7.8) was prepared by bubbling carbon dioxide gas into 2 M triethylamine solution. Water used in the purification of water-soluble polyphosphates was of Milli-Q quality. Phosphate-containing fractions were identified using a modification of the Briggs phosphate test (67) and the target polyphosphates were accurately quantified using the Ames phosphate assay (68).
Expression and purification of protein kinases
His-PDK11-556 employed in kinase activity assays and in the AlphaScreen interaction assays was expressed in Sf9 insect cells using the Bac-to-Bac™ baculovirus expression system (Invitrogen/Thermo Fisher) and purified through Ni-NTA and gel filtration chromatography, as previously described (28, 29). His-PDK150-556 fused to SNAP-tag was expressed in insect cells and purified as described for His-PDK11-556. GST-PDK1360-556 (GST-PDK1-Linker-PH) was cloned into the BamHI-KpnI sites in pEBG2T plasmid. The GST-fusion proteins (GST-PDK11-556, GST-PDK1360-556, GST-SGK [S422D]; GST-Akt/PKB [S473D] and GST-Akt/PKB ΔPH[S473D]) were obtained from HEK293 cells after transient transfection of the corresponding pEBG2T plasmids and purified as previously described (28). Cells expressing the last 3 constructs were serum starved 24 h before cell lysis to lower phosphorylation of the active site. GST-PDK11-556 and GST-PDK1360-556 used in AlphaScreen assays were dialyzed to remove the remaining GSH after purification. Bacterially expressed PDK1 PH domain (residues 408-556) used in fig. S3A was expressed as a GST-fusion protein from pGEX-6P1 (plasmid provided by Dundee University through MRC UK to B.V.L.P.) and the GST-tag cleaved with PreScision protease as previously described (69). Purified proteins were aliquoted, snap frozen in liquid nitrogen and stored at -80 °C until use.
In vitro PDK1 activity tests
The PDK1 activity assay using T308tide as a substrate was performed essentially as previously described (18, 28, 54). In brief, the assay was performed in a 20 μl format containing 50 mM Tris pH 7.5, 0.05 mg/ml BSA, 0.1% ß-mercaptoethanol, 10 mM MgCl2, 100 μM [γ32P]ATP (5-50 cpm/pmol), 0.003% Brij, 150-500 ng PDK1, and T308tide (0.3 mM) at room temperature. The assay was performed in 96 well plated and stopped by the addition of 5 μl of 0.1 % phosphoric acid. 4 μl aliquots were spotted on p81 phosphocellulose papers (Whatmann) using ep motion 5070 (Eppendorf). The phosphocellulose papers were washed in 0.01% phosphoric acid, dried, and exposed using PhosphoImager (FLA-9000 Starion). Data were analyzed with ImageQuant software (Fujifilm). Activity measurements were performed in technical duplicates or triplicates with less than 10% difference between replicates. Experiments were repeated at least twice. The activity measurements of PDK1 towards GS-022 and GS-023 were performed similarly, with the GS-peptides replacing T308tide at the indicated concentrations. GS-022 and GS-023 have features consistent with the loose characteristics disclosed for the peptide Ser/Thr 07, ((R/K)1-3(X)0-2 (S/T) (X)0-2(R/K)1-3, where X is any residue) used by the commercial “PDK1 Direct” assay.
PDK1 activity was also assessed in a cascade format that measures the ability of PDK1 to activate its substrates GST-ΔN-SGK [S422D], GST-Akt [S473D] and GST-Akt ΔPH [S473D], as previously performed (24, 28). SGK and Akt proteins mutated at the HM phosphorylation site to Asp can be activated by phosphorylation at the activation loop by PDK1. In brief, we preincubated SGK or Akt (0.5 μg) with 10 ng or 100 ng of PDK1 at room temperature (22°C) in a buffer containing 50 mM Tris pH 7.5, 0.05 mg/ml BSA, 0.1% β-mercaptoethanol, 10 mM MgCl2, 100 μM ATP (20 μl). We measured the activity of SGK or Akt by adding 30 μl buffer containing the polypeptide substrate KK-Crosstide (KKGRPRTSSFAEG; 100 μM) and [γ32P]ATP (100 μM). The activity assay was stopped, spotted on p81 phosphocellulose papers and processed as above for the assay using T308tide. As a control, SGK and Akt were preincubated in the absence of PDK1. The activation of SGK and Akt is the difference between the basal activity and the activity of the substrate kinases after PDK1 phosphorylation.
The commercial PDK1 activity assays were provided by Thermo Fisher Scientific as a service. In the cascade assay format full-length His-PDK1 phosphorylates inactive full-length Akt2, which in turn phosphorylates a synthetic peptide substrate (Ser/Thr 06). The assay is performed in the absence of lipid vesicles in a buffer containing 5-20 ng PDK1, 150 ng inactive Akt2, and 2 μM Ser/Thr 06 in 50 mM HEPES pH 7.5, 100 μM ATP, 0.01% Brij-35, 10 mM MgCl2, 1 mM EGTA. The ¨PDK1 Direct¨ biochemical assay measures the phosphorylation of a peptide termed Ser/Thr 07 that is labeled with a donor fluorophore (coumarin) and an acceptor fluorophore (fluorescein) to create a FRET pair. The peptide substrate was first incubated with the kinase and ATP-Mg (25 μM ATP), then non-phosphorylated peptide was cleaved with a protease. The remaining FRET corresponds to the phosphorylated substrate. The information from the company states: “The final 10 μL Kinase Reaction consists of 5.04 - 29.4 ng PDK1 Direct and 2 μM Ser/Thr 07 in 50 mM Tris / HEPES pH 8.0, 0.01% BRIJ-35, 10 mM MgCl2, 1 mM EGTA, 0.01% NaN3. After the 1 h Kinase Reaction incubation, 5 μL of a 1:65000 dilution of Development Reagent A is added.” Each compound concentration was tested twice. A control standard curve (10 point titration) of the inhibitor staurosporine was run on the same plate to ensure that PDK1 was inhibited within the expected range. IC50 of staurosporine was 8.89 nM. Additional controls that were included on the same plate are: 0% Phosphorylation, 100% Phosphorylation, 0% Inhibition and control tests for interference with the development reaction and fluorescence detection. Thermo Fisher Scientific does not provide the identity of Ser/Thr 07.
PDK1 activity was also measured by incubating PDK1 with protein kinase substrates and measuring their phosphorylation by Western blot using phospho-specific antibodies to the activation loop phosphorylation site, essentially as previously performed (24), with the modification that the secondary antibodies were fluorescent for improved quantification. In brief, we incubated the purified protein substrates of PDK1 with GST-PDK11-556 in the presence or absence of HYG8 (0-1 μM) for 10 min at 30°C in a buffer containing 50 mM Tris-Cl pH 7,4; 50 mM MgCl2; 100 μM ATP; 0.1 % v/v 2-mercaptoethanol. The conditions of PDK1 phosphorylation of substrates were chosen to be in the linear range. GST-Akt S473D (125 nM) and GST-Akt S473D ΔPH (125 nM) were phosphorylated by 1 nM GST PDK1, whereas GST-SGK S422D (1 μM) was phosphorylated by 0.05 nM GST PDK1. The reaction was stopped by the addition of Laemmli SDS-PAGE sample buffer and boiling the samples for 5 min at 95 °C. The basal phosphorylation of substrates was determined in the absence of PDK1, while “maximal” phosphorylation corresponds to the phosphorylation of substrates with excess PDK1 (10 nM PDK1 for Akt/PKB substrates and 1 nM PDK1 for SGK). Samples (300 ng) were run on 10% acrylamide gels, separated by SDS-PAGE, and transferred to nitrocellulose membranes. Membranes were incubated with primary antibodies [phospho-Akt (Thr308) rabbit monoclonal antibody (#13038 Cell Signaling) and phospho-SGK3 (Thr320) rabbit mAb (#5642 Cell Signaling)] overnight at 4 °C, then with secondary antibody (800CW donkey anti-rabbit from Licor). Fluorescent signals were measured using Odyssey Fc (Licor). Image Studio software was used to quantify band intensities. The percentage of phosphorylation was normalized to the 0 nM HYG8 condition.
Lipid Overlay Assays
Dots containing 2-1000 picomoles of di-C18-PIP3 (70) were prepared by spotting 1 μL of serial dilution stock solutions (2-1000 μM dissolved in a 1:2:0.8 by volume mixture of chloroform/methanol/water) onto Hybond-C extra membrane (GE Healthcare), which were dried at room temperature. Membranes were incubated with blocking buffer (50 mm Tris-HCl buffer pH 7.5, 2 mg/ml fatty acid free bovine serum albumin, 150 mM NaCl, and 0.1% (v/v) Tween 20) for 1 h at room temperature. Membranes were then incubated with 10 nM protein/10 μM inhibitor mixes in blocking buffer with gentle rocking overnight at 4 °C. Membranes were washed 10 times over 1 h at room temperature using TBST buffer (50 mM Tris-HCl pH 7.5, 150 mM NaCl, 0.1% (v/v) Tween 20) before being incubated for 1 h with 1:2000 dilution of rabbit recombinant anti-PDK1 monoclonal antibody (New England Biolabs). Membranes were washed and incubated with 1:2000 dilution of anti-rabbit HRP conjugated antibody (Invitrogen/Thermo Fisher) for 1 h at room temperature. Finally, after washing, proteins bound to the membranes were detected using Novex ECL chemiluminescent reagent (Invitrogen/Thermo Fisher) and developed on X-ray film.
PDK1 interaction-displacement assays using AlphaScreen technology
The AlphaScreen® assay was performed following the general guidelines from the manufacturer (Perkin Elmer) (29). In short, the assay was performed in a final volume of 25 μl in white 384-well microtiter plates (Greiner) in a standard buffer containing 50 mM Tris-HCl (pH 7.4), 100 mM NaCl, 2 mM DTT, 0.01% (v/v) Tween-20 and 0.1% (w/v) BSA, with the addition of 5 μl of beads (anti-GST coated acceptor beads and streptavidin-coated donor beads; nickel chelate-coated acceptor beads and streptavidin-coated donor beads; or nickel chelate-coated acceptor beads and GSH-coated donor beads, 20 μg/ml final concentrations for each bead type). AlphaScreen assays for His-tagged proteins and GST-fusion proteins were performed using nickel chelate-coated acceptor beads and GSH-coated donor beads; alphascreen assays for His-tagged proteins and biotinylated molecules were performed using nickel chelate-coated acceptor beads and streptavidin-coated donor beads; alphascreen assays for GST-fusion proteins and biotinylated molecules were performed using anti-GST coated acceptor beads and streptavidin-coated donor beads (Perkin Elmer).
The conditions for each AlphaScreen assay were identified in cross-titration experiments for each interaction to choose the ideal pair of concentrations within the linear range of the interactions. As required, the standard conditions were modified to use less material, to increase binding of the interacting molecules, to lower background signal, and so on. His-PDK1 and GST-fusion protein in the presence or absence of the different compounds were incubated in the dark for 60 min at room temperature and the emission of light from the acceptor beads was measured in an EnVision reader (Perkin Elmer) or Spark plate reader (Tecan). AlphaScreen assays were performed at least twice, although most experiments were performed multiple times by different researchers with different batches of purified proteins with similar results.
Biotin-PIP3 interactions with GST-PDK11-556 or GST-PDK1360-556 were assessed in the standard buffer. For the interaction between His-PDK11-556 and GST-PDK11-556, we explored variations on assay conditions that would stabilize the dimer/oligomer interactions of PDK1. We saw a good interaction at pH 7.4 with 150 mM NaCl, 0.1% (w/v) BSA, 0.05% (v/v) Tween20, and 2 mM DTT.
The screening of the Prestwick Chemical Library, a library of 1520 mainly FDA-approved drugs, was performed using the His-PDK11-556 and GST-PDK1360-556 interaction assay in the standard buffer. Compounds were tested at 50 μM in a final concentration of 1% DMSO in all wells. Compounds were tested in a single replicate and positive hits were retested in duplicates to confirm results. Positive hits were compared against previous screening assays and repeated hits were discarded for being regarded as unspecific. Hit compounds were chosen for purchasing based on potency and chemical variability. The compounds that were purchased were tested in the assay to confirm the result.
The interaction between GST-PDK11-556 and biotin-PIFtide was performed as described previously (29, 32) in the standard buffer, but the bead concentration was lowered to 15 μg/ml. Interaction of GST-PDK11-556 and GST-PDK11-359 (both at 150 nM) with biotin-GS-022 (at the indicated concentrations) was performed in the standard buffer and at bead concentrations suggested by Perkin Elmer.
Differential scanning fluorimetry (DSF)
The thermal stability of PDK1 was assessed by monitoring the unfolding of PDK1 by the increase in the fluorescence of SYPRO Orange (Invitrogen) using a real-time PCR device (StepOnePlus, Applied Biosystems and BioRad CFX96) following a previously described protocol (70). The reactions were performed in a final volume of 10 μl in white 96-well PCR microtiter plates (Greiner) and contained 1 μM PDK1, 10 mM HEPES (pH 7.5), 150 mM NaCl, 1/1000 SYPRO Orange and 1 mM dithiothreitol. For valsartan, the assay buffer was modified to exclude NaCl. PIFtide or compounds (at a final DMSO concentration of 1%) were added to this reaction mixture. The temperature gradient was performed in steps of 0.3 °C in the range from 25 to 70 °C. To calculate the Tm values, data were exported to GraphPad Prism and curves fitted to a Boltzmann sigmoidal equation with an acceptable confidence interval of 95%. Statistical analysis was performed with Infostat software (http://www.infostat.com.ar) and GraphPad Prism by first verifying a normal distribution of pooled residuals (Shapiro-Wilks test) and homogeneity of variance (F test), and then performing a one-way ANOVA followed by the post hoc comparisons test indicated in each figure legend.
X-ray crystallography
Crystallography of PDK150-359 and soaking experiments with valsartan were performed essentially as previously described (32). PDK150-359 used for crystallography was expressed in insect cells and purified through Ni-NTA affinity chromatography, followed by dialysis in 50 mM Tris-HCl pH 7.4, 500 mM NaCl, PMSF and 0.02% ß-mercaptoethanol. The His-tag was cleaved by overnight incubation with TEV protease at 4 °C and passed through a second Ni-NTA resin to recover only cleaved PDK150-359. After a final gel filtration chromatography step, the protein was concentrated to ~24 mg/ml. Crystals were grown at room temperature using the hanging drop method in 24-well plates by mixing 1.5 μl of protein solution added with 5 mM ATP and 1.5 μl of the reservoir solution (1.2 M sodium citrate, 0.1 M sodium HEPES, pH 7.8) in a similar way as described before (54). Soaking was performed overnight either with 2 to 5 mM valsartan or with 5 to 10 mM HYG8. Crystal samples were cryoprotected with mother liquor added with 35% glycerol and flash-cooled in liquid nitrogen using Hampton Research loops (Aliso Viejo, California, USA). X-ray diffraction data were collected at the PROXIMA-2A beamline (Synchrotron SOLEIL, France) at 100 K using an EIGER X 9M detector. The structure of PDK1 (PDB code 3HRC (54)) served as a model for molecular replacement. Data were processed using Phaser, PHENIX and Coot (71–73) as previously reported (29). The crystals soaked with both 2 and 5 mM valsartan showed clear and unambiguous electron density corresponding to three copies of the ligand at the PIFpocket. No electron density corresponding to HYG8 was found in the crystals soaked with this ligand. Molecular graphic figures were prepared using PyMOL (Schrödinger). The refined structure was deposited with the accession code 8DQT.
Small-angle X-ray scattering (SAXS)
SAXS data were collected at the P12 beamline (EMBL Hamburg, Germany) (74) using a Pilatus 6M detector (Dectris). Protein samples were measured in buffer containing 20 mM Tris-HCl pH 7,4, 250 mM NaCl, 1 mM DTT. In-line SEC-SAXS was performed using a Superdex increase 200 5/150 column (GE Healthcare) with a flow rate of 0.3 mL min-1 at room temperature. Acquired data were averaged and subtracted from an appropriate solvent blank to produce the final curve using the ATSAS Suite, EMBL (75) and CHROMIXS (76). Initial data pre-processing and reduction were performed using an automatic pipeline. Final scattering curves were analysed using PRIMUS for evaluation of molecular dimensions (Rg) (77) and maximum particle dimension (Dmax) using GNOM (78). The molecular mass was also estimated using Bayesian inference approach (79) and Volume-of-correlation (80). Ab initio models were computed with DAMMIF (81). SREFLEX (76) was employed for PDK1 catalytic domain to improve the agreement of flexible models to the experimental data. Finally, the flexibility of multidomain complexes for apo PDK1 FL and PDK1 FL + HYG8 was assessed with Ensemble Optimization Method 2.0 (56). The fit of the models to experimental data was assessed using CRYSOL (82) and superimpositions performed with Chimera and SASpy (83). The SASBDB accession codes for the SAXS projects are SASDNJ5 for SEC-SAXS PDK11-556 and SASDNK5 for SEC-SAXS PDK11-556 + HYG8. At the SAXS beamline P12, we measured 20 individual frames of sample and 40 frames of buffer, all under constant flow. The data thus corresponds to 20 cates (repetitions).
Hydrogen/deuterium exchange experiments
The experiments were performed essentially as previously described for studies on the catalytic domain of PDK1 (84). In short, His-PDK11-556 and His-PDK150-359 were diluted in buffer containing deuterium oxide ([2H]2O) at 30°C for the indicated times. The exchange was stopped by quenching with acid ((0.5% TFA, 5 M GnCl) to achieve a final pH of 2.5) and cooling to 0°C. Each sample was immediately injected into nanoUPLC HDX Sample Manager (Waters) for online pepsin digestion using Poroszyme pre-packed pepsin column (Thermo Fisher Scientific), using 0.1% formic acid in LC-MS water at 100 μl/min, then trapped and desalted using a VanGuard C-18 column (Waters), followed by reverse-phase separation using ACQUITY™ 2.1 X 5 mm BEH C-18 column (Waters) using a 0.1% formic acid in acetonitrile gradient. The labelled derivative peptides were analyzed by Synapt G2 Si mass spectrometer (Waters) operating in positive ion mode using an MSE acquisition method. The mass spectrometer was continuously calibrated using 200 fmol/μl Glu-fibrinopeptide B standard flowing at 1 μl/min. The graphics represent the number of deuterium atoms incorporated into each peptide during the incubation.
Molecular modeling
Atomic coordinates for starting structures were acquired from the Protein Data Bank (85): 1W1G was used for the PDK1 PH domain (39) and 4RRV (31) was used for the PDK1 catalytic domain. Molecular dynamics (MD) simulations of the PH domain bound to PIP3 were carried out with pmemd.cuda from AMBER18 (86–88) using AMBER ff14SB force field (89) and generalized amber force field (GAFF) (90). We used tLeap binary (part of AMBER18) for solvating structures in a cubed TIP3P water box with a 10 Å distance from structure surface to the box edges and closeness parameter of 0.75 Å. The system was neutralized and solvated. Simulations were carried out after minimizing the system, gradually heating the system from 0 K to 300 K over 50 ps and equilibrating the system for 1 ns at NPT. 500 ns of production was carried out using NPT at 300 K with the Langevin thermostat, a non-bonded interaction cut off of 8 Å, time step of 2 fs, and the SHAKE algorithm to constrain all bonds involving hydrogens. RMSD calculations were done with VMD (91) to analyze fluctuations in the structural ensemble to determine stability; stabilized regions close to the linker were then docked to the catalytic domain using ClusPro 2.0 (92–94) to form initial configurations of full-length PDK1.
Molecular dynamics simulations of the PH domain bound to PIP3 showed allosteric changes in stability in regions close to the linker region, namely in the helix at 434-443. This helix was then used for docking to the catalytic domain using ClusPro2.0 (92, 93) to give an orientation for the PH-catalytic domain interface. The helix at position 372-381 was modeled from the helix of the pseudosubstrate inhibitor peptide PKI (5-24) TTYADFIASGRTGRR bound to PKA from 1CDK (57), with Tyr7 and Phe10 matching with Tyr373 and Tyr376, respectively. The homology model of the helix was constructed by making point mutations using PyMOL. The helix at position 395-400 was docked to the catalytic domain with ClusPro2.0 and the remainder of the linker was built using the Builder in Pymol. The model was minimized and equilibrated using MD simulations similar to the above but using the implicit solvent forcefield GBNeck2 (95) igb=8 with PBRadii set to mbondi3. Finally, we simulated this model for five hundred nanoseconds and the PH domain stayed in the same pocket with both flanking helices 372-381 and 395-400 remaining bound to the catalytic domain. This points to having found a robust binding mode because weak docked poses will often leave their binding site during simulation.
Stochastic optical reconstruction microscopy (STORM)-based method to analyze the proportion of PDK1 monomers and dimers
SNAP-PDK150-556 (15 μM, in buffer Tris-HCl 50 mM pH 7.4, 200 mM NaCl, 200 mM imidazole and 1 mM DTT) was incubated with SNAP-Cell TMR-Star substrate (NEB) (30 μM) in the dark at room temperature for 1 h. Labelled SNAP-PDK1 was isolated by gel filtration using a PD MidiTrap G-25 Sephadex Column (GE). 10 μl labelled TMR-SNAP-PDK1 was diluted in buffer 50 mM Tris-HCl 50 mM pH 7.4 containing 100 mM NaCl and 1 mM DTT (control) or in the same buffer containing 15 μM HYG8 in a final volume of 20 μl. 1 μl of the mix was immediately diluted 200 fold in the same buffer and then added to a Lab-Tek™ 8 chamber slide system precoated with the positively charged polymer poly-(diallyldimethylammonium) chloride (PDDA). After incubating the sample 15 s with the polymer, the supernatant was removed, and each well was washed three times with ultra-pure water to wash out weakly and unbound protein. PDK1 was diluted to ensure individual molecules were separated. The slides were analysed using stochastic optical reconstruction microscopy (STORM) technology. Fluorescence from monomers was differentiated from that from dimers by the intensity of the fluorescence signals. The density of bright spots ensured that the random double occupation of a spot was negligible. Statistical analysis was performed using Infostat software (http://www.infostat.com.ar) by first verifying a normal distribution of all pooled residuals (Shapiro-Wilks test) and homogeneity of variance (F test), and then performing a Student’s t test. P values < 0.05 were considered to be statistically significant. The experiment was repeated three times, each of which showed highly statistically significant differences.
The STORM microscope used was custom-built around an OlympusIX-73 inverted microscope, as described previously (96). A 532 nm 1.5 W laser (Laser Quantum Ventus 532) was used for fluorescence excitation of TMR-Star. Light was focussed in the back focal plane of an oil immersion objective, Olympus PlanApo 60NA 1.42, which also collected the emission in epifluorescence mode. Images were recorded by an EMCCD camera (Andor iXon3 897). The camera and lasers were controlled with custom software developed in the laboratory. STORM experiments were carried out under 5 mW laser power on the sample. A pre amplifier gain of 5.1 and an electron multiplier gain of 30 were used in the CCD camera. Sequences of 100 frames with 100 ms of exposure time were collected in at least 15 different positions of each sample. Subsequent data analysis and the rendering of the final super-resolved image were performed with ImageJ/Fiji software with ThunderSTORM plugins. After calibration, the parameters selected in the STORM’s software were: shape, two color 120X; view, single; horizontal readout rate, 5.0 MHz; speed, 3.3 μs; clock voltage, normal; frame transfer mode, (select); set exposure time, 100 ms, real exposure time, 100 ms; real accumulation time, 102 ms; effective frame rate, 9.38 Hz; pre amplifier gain 5.1; electron multiplier gain, 30; laser power, 5 mW. An intensity histogram of bright spots was used to determine the amount of monomers and dimers in each sample. The image and processing of a representative region of a sample is presented in fig. S7A.
Supplementary Material
Acknowledgements
We thank the institutions that hosted our research and the many colleagues that shared discussions and supported the work over the years. We are grateful to Marcelo E. Guerin, Javier O. Cifuente, Alan Szalai and Eva Herrmann for valuable advice.
Funding
The work was supported by the German Cancer Consortium (DKTK), DFG BI 1044/12-1, ANPCyT (grants PICT PRH-2016-4835; PICT 2016-3525; PICT 2017–0388), and CONICET to RMB, FOCEM-Mercosur (COF 03/11) to IBioBA and the Wellcome Trust (grants WT082837 to A.M.R. and B.V.L.P. and WT101010 to B.V.L.P.). B.V.L.P. is a Wellcome Trust Senior Investigator. B.V.L.P. acknowledges an MRC Materials Transfer Agreement with provision of a PDK1 PH domain construct (residues 408-556) in a pGEX-6P1 vector through the University of Dundee. SAXS experiments, at the P12 beamline (PETRA III, DESY) of the European Molecular Biology Laboratory (EMBL) in Hamburg had support from the iNEXT-Discovery program (project ID: 12843), funded by the Horizon 2020 program of the European Commission. We are grateful for the access to the PROXIMA2A beamline at Synchrotron SOLEIL, France (proposal No. 20170984). This research was funded in part, by the Wellcome Trust. For the purpose of Open Access, the authors have applied a CC BY public copyright licence to any Author Accepted Manuscript version arising from this submission.
Footnotes
Author contributions:
Inositol polyphosphates and derivatives were designed and synthesized by HYG and AMR, supervised by BVLP. HYG, AMR and BVLP also evaluated activity on PDK1 through diverse commercial assays in a preliminary fashion. GEC carried out lipid overlay displacement assays, supervised by AMR and BVLP. AMR and BVLP conceived the original project to develop inositol phosphate derivatives as inhibitors of PDK1 and with HYG, brought up the paradoxical effects of compounds in commercial assays and possible PDK1 PH domain involvement to RMB. RMB supervised MS, KZ, ES, JS, DP-F, AB, AH, LZFG and AEL, who performed molecular biology and biochemical experiments and analyzed results. The high quality proteins used in H/D exchange, crystallography and SAXS were purified by LZFG under the supervision of AEL. The screening was performed by MS under the supervision of RMB and ES. MB supported the evaluation of hits from the screening. PFA supervised VC, MS and LZFG on the validation of results by alternative methods. GSA supervised AG during the H/D exchange experiments. SAXS was performed by MAG and the results analyzed by MAG, LZFG and DS. SK supervised LZFG during the crystallography analysis. CJC performed molecular modeling with support from KP. All authors evaluated data. RMB led the overall research project. The manuscript was written by RMB with input from all co-authors, who also approved the final version.
Competing interests:
The authors declare that they do not have competing interests.
Data and materials availability
The refined structure for PDK150-359 and valsartan was deposited in the Protein Databank with the accession code 7RLQ. The SASBDB accession codes are SASDNJ5 for SEC-SAXS PDK11-556 and SASDNK5 for SEC-SAXS PDK11-556 + HYG8. All other data needed to evaluate the conclusions in the paper are present in the paper or the Supplementary Materials. The pGEX-6P1 plasmid expressing the PDK1 PH domain (residues 408-556) is available from Dario Alessi under a material transfer agreement with MRC Protein Phosphorylation and Ubiquitylation Unit, UK.
References
- 1.Pawson T, Scott JD. Protein phosphorylation in signaling--50 years and counting. Trends Biochem Sci. 2005;30:286–290. doi: 10.1016/j.tibs.2005.04.013. [DOI] [PubMed] [Google Scholar]
- 2.Manning G, Whyte DB, Martinez R, Hunter T, Sudarsanam S. The protein kinase complement of the human genome. Science. 2002;298:1912–1934. doi: 10.1126/science.1075762. [DOI] [PubMed] [Google Scholar]
- 3.Huse M, Kuriyan J. The conformational plasticity of protein kinases. Cell. 2002;109:275–282. doi: 10.1016/s0092-8674(02)00741-9. [DOI] [PubMed] [Google Scholar]
- 4.Taylor SS, Shaw AS, Kannan N, Kornev AP. Integration of signaling in the kinome: Architecture and regulation of the alphaC Helix. Biochim Biophys Acta. 2015;1854:1567–1574. doi: 10.1016/j.bbapap.2015.04.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Biondi RM, Nebreda AR. Signalling specificity of Ser/Thr protein kinases through docking-site-mediated interactions. Biochem J. 2003;372:1–13. doi: 10.1042/BJ20021641. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Remenyi A, Good MC, Lim WA. Docking interactions in protein kinase and phosphatase networks. Curr Opin Struct Biol. 2006;16:676–685. doi: 10.1016/j.sbi.2006.10.008. [DOI] [PubMed] [Google Scholar]
- 7.Goldsmith EJ, Akella R, Min X, Zhou T, Humphreys JM. Substrate and docking interactions in serine/threonine protein kinases. Chem Rev. 2007;107:5065–5081. doi: 10.1021/cr068221w. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Attwood MM, Fabbro D, Sokolov AV, Knapp S, Schioth HB. Trends in kinase drug discovery: targets, indications and inhibitor design. Nat Rev Drug Discov. 2021;20:839–861. doi: 10.1038/s41573-021-00252-y. [DOI] [PubMed] [Google Scholar]
- 9.Fang Z, Grutter C, Rauh D. Strategies for the selective regulation of kinases with allosteric modulators: exploiting exclusive structural features. Acs Chem Biol. 2013;8:58–70. doi: 10.1021/cb300663j. [DOI] [PubMed] [Google Scholar]
- 10.Nussinov R, Tsai CJ. Allostery in disease and in drug discovery. Cell. 2013;153:293–305. doi: 10.1016/j.cell.2013.03.034. [DOI] [PubMed] [Google Scholar]
- 11.Wu WI, et al. Crystal structure of human AKT1 with an allosteric inhibitor reveals a new mode of kinase inhibition. PLoS One. 2010;5:e12913. doi: 10.1371/journal.pone.0012913. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Xie T, Saleh T, Rossi P, Kalodimos CG. Conformational states dynamically populated by a kinase determine its function. Science. 2020;370 doi: 10.1126/science.abc2754. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Stokoe D, et al. Dual role of phosphatidylinositol-3,4,5-trisphosphate in the activation of protein kinase B. Science. 1997;277:567–570. doi: 10.1126/science.277.5325.567. [DOI] [PubMed] [Google Scholar]
- 14.Alessi DR, et al. Characterization of a 3-phosphoinositide-dependent protein kinase which phosphorylates and activates protein kinase Balpha. Curr Biol. 1997;7:261–269. doi: 10.1016/s0960-9822(06)00122-9. [DOI] [PubMed] [Google Scholar]
- 15.Alessi DR, Cohen P. Mechanism of activation and function of protein kinase B. Curr Opin Genet Dev. 1998;8:55–62. doi: 10.1016/s0959-437x(98)80062-2. [DOI] [PubMed] [Google Scholar]
- 16.Alessi DR, Kozlowski MT, Weng QP, Morrice N, Avruch J. 3-Phosphoinositide-dependent protein kinase 1 (PDK1) phosphorylates and activates the p70 S6 kinase in vivo and in vitro. Curr Biol. 1998;8:69–81. doi: 10.1016/s0960-9822(98)70037-5. [DOI] [PubMed] [Google Scholar]
- 17.Kobayashi T, Cohen P. Activation of serum- and glucocorticoid-regulated protein kinase by agonists that activate phosphatidylinositide 3-kinase is mediated by 3-phosphoinositide-dependent protein kinase-1 (PDK1) and PDK2. Biochem J. 1999;339(Pt 2):319–328. [PMC free article] [PubMed] [Google Scholar]
- 18.Biondi RM, et al. Identification of a pocket in the PDK1 kinase domain that interacts with PIF and the C-terminal residues of PKA. Embo J. 2000;19:979–988. doi: 10.1093/emboj/19.5.979. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Leslie NR, Biondi RM, Alessi DR. Phosphoinositide-regulated kinases and phosphoinositide phosphatases. Chem Rev. 2001;101:2365–2380. doi: 10.1021/cr000091i. [DOI] [PubMed] [Google Scholar]
- 20.Leroux AE, Schulze JO, Biondi RM. AGC kinases, mechanisms of regulation and innovative drug development. Semin Cancer Biol. 2018;48:1–17. doi: 10.1016/j.semcancer.2017.05.011. [DOI] [PubMed] [Google Scholar]
- 21.Fruman DA, et al. The PI3K Pathway in Human Disease. Cell. 2017;170:605–635. doi: 10.1016/j.cell.2017.07.029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Vanhaesebroeck B, Alessi DR. The PI3K-PDK1 connection: more than just a road to PKB. Biochem J. 2000;346(Pt 3):561–576. [PMC free article] [PubMed] [Google Scholar]
- 23.Bayascas JR, et al. Mutation of the PDK1 PH domain inhibits protein kinase B/Akt, leading to small size and insulin resistance. Mol Cell Biol. 2008;28:3258–3272. doi: 10.1128/MCB.02032-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Biondi RM, Kieloch A, Currie RA, Deak M, Alessi DR. The PIF-binding pocket in PDK1 is essential for activation of S6K and SGK, but not PKB. Embo J. 2001;20:4380–4390. doi: 10.1093/emboj/20.16.4380. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Dutil EM, Toker A, Newton AC. Regulation of conventional protein kinase C isozymes by phosphoinositide-dependent kinase 1 (PDK-1) Curr Biol. 1998;8:1366–1375. doi: 10.1016/s0960-9822(98)00017-7. [DOI] [PubMed] [Google Scholar]
- 26.Collins BJ, Deak M, Arthur JS, Armit LJ, Alessi DR. In vivo role of the PIF-binding docking site of PDK1 defined by knock-in mutation. Embo J. 2003;22:4202–4211. doi: 10.1093/emboj/cdg407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Bayascas JR, Sakamoto K, Armit L, Arthur JS, Alessi DR. Evaluation of approaches to generation of tissue-specific knock-in mice. J Biol Chem. 2006;281:28772–28781. doi: 10.1074/jbc.M606789200. [DOI] [PubMed] [Google Scholar]
- 28.Engel M, et al. Allosteric activation of the protein kinase PDK1 with low molecular weight compounds. Embo J. 2006;25:5469–5480. doi: 10.1038/sj.emboj.7601416. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Busschots K, et al. Substrate-Selective Inhibition of Protein Kinase PDK1 by Small Compounds that Bind to the PIF-Pocket Allosteric Docking Site. Chem Biol. 2012;19:1152–1163. doi: 10.1016/j.chembiol.2012.07.017. [DOI] [PubMed] [Google Scholar]
- 30.Wilhelm A, et al. 2-(3-Oxo-1,3-diphenylpropyl)malonic Acids as Potent Allosteric Ligands of the PIF Pocket of Phosphoinositide-Dependent Kinase-1: Development and Prodrug Concept. J Med Chem. 2012;55:9817–9830. doi: 10.1021/jm3010477. [DOI] [PubMed] [Google Scholar]
- 31.Rettenmaier TJ, et al. A small-molecule mimic of a peptide docking motif inhibits the protein kinase PDK1. Proc Natl Acad Sci U S A. 2014;111:18590–18595. doi: 10.1073/pnas.1415365112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Schulze JO, et al. Bidirectional Allosteric Communication between the ATP-Binding Site and the Regulatory PIF Pocket in PDK1 Protein Kinase. Cell Chem Biol. 2016;23:1193–1205. doi: 10.1016/j.chembiol.2016.06.017. [DOI] [PubMed] [Google Scholar]
- 33.Najafov A, Sommer EM, Axten JM, Deyoung MP, Alessi DR. Characterization of GSK2334470, a novel and highly specific inhibitor of PDK1. Biochem J. 2011;433:357–369. doi: 10.1042/BJ20101732. [DOI] [PubMed] [Google Scholar]
- 34.Currie RA, et al. Role of phosphatidylinositol 3,4,5-trisphosphate in regulating the activity and localization of 3-phosphoinositide-dependent protein kinase-1. Biochem J. 1999;337(Pt 3):575–583. [PMC free article] [PubMed] [Google Scholar]
- 35.Vanhaesebroeck B, et al. Synthesis and function of 3-phosphorylated inositol lipids. Annu Rev Biochem. 2001;70:535–602. doi: 10.1146/annurev.biochem.70.1.535. [DOI] [PubMed] [Google Scholar]
- 36.Gao T, Toker A, Newton AC. The carboxyl terminus of protein kinase c provides a switch to regulate its interaction with the phosphoinositide-dependent kinase, PDK-1. J Biol Chem. 2001;276:19588–19596. doi: 10.1074/jbc.M101357200. [DOI] [PubMed] [Google Scholar]
- 37.Sonnenburg ED, Gao T, Newton AC. The phosphoinositide-dependent kinase, PDK-1, phosphorylates conventional protein kinase C isozymes by a mechanism that is independent of phosphoinositide 3-kinase. J Biol Chem. 2001;276:45289–45297. doi: 10.1074/jbc.M107416200. [DOI] [PubMed] [Google Scholar]
- 38.Clement E, Inuzuka H, Nihira NT, Wei W, Toker A. Skp2-dependent reactivation of AKT drives resistance to PI3K inhibitors. Sci Signal. 2018;11 doi: 10.1126/scisignal.aao3810. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Komander D, et al. Structural insights into the regulation of PDK1 by phosphoinositides and inositol phosphates. EMBO J. 2004;23:3918–3928. doi: 10.1038/sj.emboj.7600379. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Maffucci T, et al. Inhibition of the phosphatidylinositol 3-kinase/Akt pathway by inositol pentakisphosphate results in antiangiogenic and antitumor effects. Cancer Res. 2005;65:8339–8349. doi: 10.1158/0008-5472.CAN-05-0121. [DOI] [PubMed] [Google Scholar]
- 41.Piccolo E, et al. Inositol pentakisphosphate promotes apoptosis through the PI 3-K/Akt pathway. Oncogene. 2004;23:1754–1765. doi: 10.1038/sj.onc.1207296. [DOI] [PubMed] [Google Scholar]
- 42.Falasca M, et al. A novel inhibitor of the PI3K/Akt pathway based on the structure of inositol 1,3,4,5,6-pentakisphosphate. Br J Cancer. 2010;102:104–114. doi: 10.1038/sj.bjc.6605408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Riley AM, Windhorst S, Lin HY, Potter BVL. Cellular internalisation of an inositol phosphate visualised by using fluorescent InsP5. Chembiochem. 2014;15:57–67. doi: 10.1002/cbic.201300583. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Raimondi C, et al. A Small Molecule Inhibitor of PDK1/PLCgamma1 Interaction Blocks Breast and Melanoma Cancer Cell Invasion. Sci Rep. 2016;6:26142. doi: 10.1038/srep26142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Kang JA, et al. Transition from heterotypic to homotypic PDK1 homodimerization is essential for TCR-mediated NF-kappaB activation. J Immunol. 2013;190:4508–4515. doi: 10.4049/jimmunol.1202923. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Masters TA, et al. Regulation of 3-phosphoinositide-dependent protein kinase 1 activity by homodimerization in live cells. Sci Signal. 2010;3:ra78. doi: 10.1126/scisignal.2000738. [DOI] [PubMed] [Google Scholar]
- 47.Calleja V, et al. Acute regulation of PDK1 by a complex interplay of molecular switches. Biochem Soc Trans. 2014;42:1435–1440. doi: 10.1042/BST20140222. [DOI] [PubMed] [Google Scholar]
- 48.Ziemba BP, Pilling C, Calleja V, Larijani B, Falke JJ. The PH domain of phosphoinositide-dependent kinase-1 exhibits a novel, phospho-regulated monomer-dimer equilibrium with important implications for kinase domain activation: single-molecule and ensemble studies. Biochemistry. 2013;52:4820–4829. doi: 10.1021/bi400488f. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Pastor-Flores D, et al. Lipid regulators of Pkh2 in Candida albicans, the protein kinase ortholog of mammalian PDK1. Bba-Mol Cell Biol L. 2016;1861:249–259. doi: 10.1016/j.bbalip.2015.12.016. [DOI] [PubMed] [Google Scholar]
- 50.Heras-Martinez GL, et al. A Complex Interplay of Anionic Phospholipid Binding Regulates 3’-Phosphoinositide-Dependent-Kinase-1 Homodimer Activation. Sci Rep. 2019;9:14527. doi: 10.1038/s41598-019-50742-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Gao X, Harris TK. Role of the PH domain in regulating in vitro autophosphorylation events required for reconstitution of PDK1 catalytic activity. Bioorg Chem. 2006;34:200–223. doi: 10.1016/j.bioorg.2006.05.002. [DOI] [PubMed] [Google Scholar]
- 52.Levina A, Fleming KD, Burke JE, Leonard TA. Activation of the essential kinase PDK1 by phosphoinositide-driven trans-autophosphorylation. Nat Commun. 2022;13:1874. doi: 10.1038/s41467-022-29368-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Biondi RM, Leroux AE. Review of: “Activation of the essential kinase PDK1 by phosphoinositide-driven trans-autophosphorylation”. Qeios. 2022 doi: 10.32388/1O0PUX. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Hindie V, et al. Structure and allosteric effects of low molecular weight activators on the protein kinase PDK1. Nat Chem Biol. 2009;5:758–764. doi: 10.1038/nchembio.208. [DOI] [PubMed] [Google Scholar]
- 55.Leroux AE, Biondi RM. Renaissance of Allostery to Disrupt Protein Kinase Interactions. Trends Biochem Sci. 2020;45:27–41. doi: 10.1016/j.tibs.2019.09.007. [DOI] [PubMed] [Google Scholar]
- 56.Tria G, Mertens HD, Kachala M, Svergun DI. Advanced ensemble modelling of flexible macromolecules using X-ray solution scattering. IUCrJ. 2015;2:207–217. doi: 10.1107/S205225251500202X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Bossemeyer D, Engh RA, Kinzel V, Ponstingl H, Huber R. Phosphotransferase and substrate binding mechanism of the cAMP-dependent protein kinase catalytic subunit from porcine heart as deduced from the 2.0 A structure of the complex with Mn2+ adenylyl imidodiphosphate and inhibitor peptide PKI(5-24) EMBO J. 1993;12:849–859. doi: 10.1002/j.1460-2075.1993.tb05725.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.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]
- 59.Frodin M, Jensen CJ, Merienne K, Gammeltoft S. A phosphoserine-regulated docking site in the protein kinase RSK2 that recruits and activates PDK1. Embo J. 2000;19:2924–2934. doi: 10.1093/emboj/19.12.2924. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Zurashvili T, et al. Interaction of PDK1 with Phosphoinositides Is Essential for Neuronal Differentiation but Dispensable for Neuronal Survival. Mol Cell Biol. 2013;33:1027–1040. doi: 10.1128/MCB.01052-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Gimenez-Llort L, Santana-Santana M, Bayascas JR. The Impact of the PI3K/Akt Signaling Pathway in Anxiety and Working Memory in Young and Middle-Aged PDK1 K465E Knock-In Mice. Front Behav Neurosci. 2020;14:61. doi: 10.3389/fnbeh.2020.00061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Garcia-Viloca M, Bayascas JR, Lluch JM, Gonzalez-Lafont A. Molecular Insights into the Regulation of 3-Phosphoinositide-Dependent Protein Kinase 1: Modeling the Interaction between the Kinase and the Pleckstrin Homology Domains. ACS Omega. 2022;7:25186–25199. doi: 10.1021/acsomega.2c02020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Zhou X, Cordon-Barris L, Zurashvili T, Bayascas JR. Fine-tuning the intensity of the PKB/Akt signal enables diverse physiological responses. Cell Cycle. 2014;13:3164–3168. doi: 10.4161/15384101.2014.962954. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Riley AM, et al. scyllo-inositol pentakisphosphate as an analogue of myo-inositol 1,3,4,5,6-pentakisphosphate: chemical synthesis, physicochemistry and biological applications. Chembiochem. 2006;7:1114–1122. doi: 10.1002/cbic.200600037. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Wang H, et al. Synthetic inositol phosphate analogs reveal that PPIP5K2 has a surface-mounted substrate capture site that is a target for drug discovery. Chem Biol. 2014;21:689–699. doi: 10.1016/j.chembiol.2014.03.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Godage HY, et al. Regioselective opening of myo-inositol orthoesters: mechanism and synthetic utility. J Org Chem. 2013;78:2275–2288. doi: 10.1021/jo3027774. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Lampe D, Liu C, Potter BV. Synthesis of selective non-Ca(2+)-mobilizing inhibitors of D-myo-inositol 1,4,5-trisphosphate 5-phosphatase. J Med Chem. 1994;37:907–912. doi: 10.1021/jm00033a007. [DOI] [PubMed] [Google Scholar]
- 68.Ames BN, Dubin DT. The role of polyamines in the neutralization of bacteriophage deoxyribonucleic acid. J Biol Chem. 1960;235:769–775. [PubMed] [Google Scholar]
- 69.Komander D, Deak M, Morrice N, van Aalten DM. Purification, crystallization and preliminary X-ray diffraction of a proteolytic fragment of PDK1 containing the pleckstrin homology domain. Acta Crystallogr D Biol Crystallogr. 2004;60:314–316. doi: 10.1107/S0907444903028518. [DOI] [PubMed] [Google Scholar]
- 70.Niesen FH, Berglund H, Vedadi M. The use of differential scanning fluorimetry to detect ligand interactions that promote protein stability. Nat Protoc. 2007;2:2212–2221. doi: 10.1038/nprot.2007.321. [DOI] [PubMed] [Google Scholar]
- 71.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]
- 72.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]
- 73.McCoy AJ, et al. Phaser crystallographic software. J Appl Crystallogr. 2007;40:658–674. doi: 10.1107/S0021889807021206. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Blanchet CE, et al. Versatile sample environments and automation for biological solution X-ray scattering experiments at the P12 beamline (PETRA III, DESY) J Appl Crystallogr. 2015;48:431–443. doi: 10.1107/S160057671500254X. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Franke D, et al. ATSAS 2.8: a comprehensive data analysis suite for small-angle scattering from macromolecular solutions. J Appl Crystallogr. 2017;50:1212–1225. doi: 10.1107/S1600576717007786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Panjkovich A, Svergun DI. Deciphering conformational transitions of proteins by small angle X-ray scattering and normal mode analysis. Phys Chem Chem Phys. 2016;18:5707–5719. doi: 10.1039/c5cp04540a. [DOI] [PubMed] [Google Scholar]
- 77.Konarev PV, Volkov VV, Sokolova AV, Koch MHJ, Svergun DI. PRIMUS: a Windows PC-based system for small-angle scattering data analysis. Journal of Applied Crystallography. 2003;36:1277–1282. [Google Scholar]
- 78.Svergun DI. Determination of the regularization parameter in indirect- transform methods using perceptual criteria. J Appl Crystallogr. 1992;25:495–503. [Google Scholar]
- 79.Hajizadeh NR, Franke D, Jeffries CM, Svergun DI. Consensus Bayesian assessment of protein molecular mass from solution X-ray scattering data. Sci Rep. 2018;8:7204. doi: 10.1038/s41598-018-25355-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Rambo RP, Tainer JA. Accurate assessment of mass, models and resolution by small-angle scattering. Nature. 2013;496:477–481. doi: 10.1038/nature12070. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 81.Franke D, Svergun DI. DAMMIF, a program for rapid ab-initio shape determination in small-angle scattering. J Appl Crystallogr. 2009;42:342–346. doi: 10.1107/S0021889809000338. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Svergun DI, Barberato C, Koch MHJ. CRYSOL - a program to evaluate x-ray solution scattering of biological macromolecules from atomic coordinates. J Appl Crystallogr. 1995;28:768–773. [Google Scholar]
- 83.Panjkovich A, Svergun DI. SASpy: a PyMOL plugin for manipulation and refinement of hybrid models against small angle X-ray scattering data. Bioinformatics. 2016;32:2062–2064. doi: 10.1093/bioinformatics/btw071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Ghode A, et al. Synergistic Allostery in Multiligand-Protein Interactions. Biophys J. 2020;119:1833–1848. doi: 10.1016/j.bpj.2020.09.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Berman HM, et al. The Protein Data Bank. Nucleic Acids Res. 2000;28:235–242. doi: 10.1093/nar/28.1.235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 86.Gotz AW, et al. Routine Microsecond Molecular Dynamics Simulations with AMBER on GPUs. 1. Generalized Born. J Chem Theory Comput. 2012;8:1542–1555. doi: 10.1021/ct200909j. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Salomon-Ferrer R, Gotz AW, Poole D, Le Grand S, Walker RC. Routine Microsecond Molecular Dynamics Simulations with AMBER on GPUs. 2. Explicit Solvent Particle Mesh Ewald. J Chem Theory Comput. 2013;9:3878–3888. doi: 10.1021/ct400314y. [DOI] [PubMed] [Google Scholar]
- 88.Case DAKB, Ben-Shalom IY, Brozell SR, Cerutti DS, Cheatham TE, III, Cruzeiro VWD, et al. AMBER 2020. 2020 [Google Scholar]
- 89.Maier JA, et al. ff14SB: Improving the Accuracy of Protein Side Chain and Backbone Parameters from ff99SB. J Chem Theory Comput. 2015;11:3696–3713. doi: 10.1021/acs.jctc.5b00255. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Wang J, Wolf RM, Caldwell JW, Kollman PA, Case DA. Development and testing of a general amber force field. J Comput Chem. 2004;25:1157–1174. doi: 10.1002/jcc.20035. [DOI] [PubMed] [Google Scholar]
- 91.Humphrey W, Dalke A, Schulten K. VMD: visual molecular dynamics. J Mol Graph. 1996;14:33–38. doi: 10.1016/0263-7855(96)00018-5. 27-38. [DOI] [PubMed] [Google Scholar]
- 92.Kozakov D, et al. How good is automated protein docking? Proteins. 2013;81:2159–2166. doi: 10.1002/prot.24403. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Kozakov D, et al. The ClusPro web server for protein-protein docking. Nat Protoc. 2017;12:255–278. doi: 10.1038/nprot.2016.169. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Vajda S, et al. New additions to the ClusPro server motivated by CAPRI. Proteins. 2017;85:435–444. doi: 10.1002/prot.25219. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Nguyen H, Roe DR, Simmerling C. Improved Generalized Born Solvent Model Parameters for Protein Simulations. J Chem Theory Comput. 2013;9:2020–2034. doi: 10.1021/ct3010485. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Szalai AM, et al. A fluorescence nanoscopy marker for corticotropin-releasing hormone type 1 receptor: computer design, synthesis, signaling effects, super-resolved fluorescence imaging, and in situ affinity constant in cells. Phys Chem Chem Phys. 2018;20:29212–29220. doi: 10.1039/c8cp06196c. [DOI] [PubMed] [Google Scholar]
- 97.Frodin M, et al. A phosphoserine/threonine-binding pocket in AGC kinases and PDK1 mediates activation by hydrophobic motif phosphorylation. Embo J. 2002;21:5396–5407. doi: 10.1093/emboj/cdf551. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 98.Biondi RM, et al. High resolution crystal structure of the human PDK1 catalytic domain defines the regulatory phosphopeptide docking site. Embo J. 2002;21:4219–4228. doi: 10.1093/emboj/cdf437. [DOI] [PMC free article] [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
The refined structure for PDK150-359 and valsartan was deposited in the Protein Databank with the accession code 7RLQ. The SASBDB accession codes are SASDNJ5 for SEC-SAXS PDK11-556 and SASDNK5 for SEC-SAXS PDK11-556 + HYG8. All other data needed to evaluate the conclusions in the paper are present in the paper or the Supplementary Materials. The pGEX-6P1 plasmid expressing the PDK1 PH domain (residues 408-556) is available from Dario Alessi under a material transfer agreement with MRC Protein Phosphorylation and Ubiquitylation Unit, UK.