Abstract
The Hippo pathway controls tissue growth and regulates stem cell fate through the activities of core kinase cassette that begins with the Sterile 20-like kinase MST1/2. Activation of MST1/2 relies on trans-autophosphorylation but the details of the mechanisms regulating that reaction are not fully elucidated. Proposals include dimerization as a first step and include multiple models for potential kinase-domain dimers. Efforts to verify and link these dimers to trans-autophosphorylation were unsuccessful. We explored the link between dimerization and trans-autophosphorylation for MST2 and the entire family of MST kinases. We analyzed crystal lattice contacts of structures of MST kinases and identified an ensemble of kinase-domain dimers compatible with trans-autophosphorylation. These dimers share a common dimerization interface comprised of the activation loop and αG-helix while the arrangements of the kinase-domains within the dimer varied depending on their activation state. We then verified the dimerization interface and determined its function using MST2. Variants bearing alanine substitutions of the αG-helix prevented dimerization of the MST2 kinase domain both in solution and in cells. These substitutions also blocked autophosphorylation of full-length MST2 and its Drosophila homolog Hippo in cells. These variants retain the same secondary structure as wild-type and capacity to phosphorylate a protein substrate, indicating the loss of MST2 activation can be directly attributed to a loss of dimerization rather than loss of either fold or catalytic function. Together this data functionally links dimerization and autophosphorylation for MST2 and suggests this activation mechanism is conserved across both species and the entire MST family.
Keywords: Hippo pathway, MST kinase, structure-function, protein kinases
INTRODUCTION
The Hippo pathway controls decisions of cell number and cell fate by regulating the activity the transcriptional co-factors YAP/TAZ through a core kinase cassette that includes two kinases MST1/2 and LATS1/2 (1–4). The Hippo pathway is controlled by multiple signals ranging from mechanotransduction to G-protein coupled receptors to cell-cell contacts. A long-standing question was how a diverse set of signals converge on and regulate the activity of the kinase cassette. Activation of the first kinase in the cassette, MST1/2, requires phosphorylation of its activation loop and is largely the result of trans-autophosphorylation (5–7). We found cellular events that stimulate MST1/2 activation trigger autophosphorylation by increasing the effective concentration of MST1/2 (8). We then wondered if proximity was sufficient for MST1/2 activation or if additional events were required. Multiple reports suggested a link between kinase-domain dimerization and autophosphorylation for both MST1/2 and its Drosophila homolog Hippo (9–11). In fact, MST2 kinase-domains dimerize in solution, but the weak affinity (Kd = 36μM) made the physiological relevance difficult to rationalize. Considering activating events increased the effective concentration of MST1/2 in cells that could, in turn, promote kinase-domain dimerization, we revisited the possible connection between dimerization and autophosphorylation for MST1/2.
Two different dimers have been proposed for MST1/2 and Hippo, but attempts to identify residues required for both functions proved unfruitful and called into question the biological significance of the proposed dimers (9,11). We wondered whether related kinases could inform on the mechanisms of MST1/2 activation. MST1/2 is part of the Sterile 20-like (MST) kinase family that, despite varying biological roles, are each activated by trans-autophosphorylation (6,12,13). This family likely shares a conserved activation mechanism owing to the high level of sequence conservation of the kinase-domains (46-88% identity). The family can be further subdivided based on the presence of additional domains (14–16). All start with a kinase domain but the GCK-II sub-family, comprised of MST1 (STK4) and MST2 (STK3), is followed by a linker and a C-terminal SARAH domain while the GCK-III sub-family, comprised of MST3 (STK24), MST4(STK26), and STK25 (SOK1/YSK1), is followed by an alternate C-terminal dimerization domain and bind MO25 proteins(16–18). Studies on the activation of the related kinase MST4, which undergoes autophosphorylation when bound to the activating protein MO25, found the kinase-domain to also weakly associate in solution with a Kd in the tens of micromolar and also arrived at two different models for dimerization, and attributed the differences in models to representing different steps of autophosphorylation (13,19).
We set out to understand whether or how dimerization contributes to autophosphorylation MST2 and the entire MST family. We started by analyzing crystal lattice contacts of MST kinase-domains to identify potential dimers compatible with trans-autophosphorylation. Our analysis identified eight potential dimers, each of which was mediated by the activation loop and the αG-helix on the C-lobe. These dimers clustered into three groups based on both the relative arrangement of the kinase-domains within the dimers and the activation state of the kinase or presence of binding partners. We then validated these structural observations with functional studies of the αG-helix using MST2. Variants with alanine substitutions of the αG-helix did not dimerize either in vitro or in cells, establishing the αG-helix is required for dimerization. The same substitutions impaired autophosphorylation of both full-length protein in cells and of kinase-domains in a purified system. Equivalent substitutions in Hippo also impaired activation in cells. The lack of autophosphorylation, which requires dimerization of the kinase-domains, can be attributed to substitution of these residues, that neither disrupted folding nor substrate phosphorylation. Together our data links dimerization to autophosphorylation of MST2 through the αG-helix and suggests this activation mechanism is conserved across the MST family and across species.
RESULTS
A conserved region mediates dimerization of MST kinase-domains
Given the sequence conservation between the kinase-domains of the MST family, we and others reasoned these kinases likely share a conserved mechanism of activation(13) (Figure 1). We set out to understand the nature of kinase-domain dimerization for the MST family and perhaps identify conserved features that may guide activation of the family and thus provide insight into the specifics of MST2 activation. To understand how these kinase-domains dimerize and possibly resolve differences between proposed models, we identified all unique observations of kinase-domain pairs generated by crystal symmetry of previously determined structures of the MST family (MST1-4 and STK25) (11,13,19–28). This analysis identified 73 unique kinase-domain pairs (Table 1).
Figure 1. MST sequence alignment.

Sequence alignment of Sterile-20 like kinase-domains. A secondary structure assignment is shown below the alignment and is based on a validated multiple-sequence alignment of kinase-domains(50). Substitutions corresponding to GN and GC are colored green and pink, respectively.
Table 1.
Structures used in kinase-domain dimer analysis
| Dimer Numbering | Protein | Activation loop phosphorylation | PDBID | Reference |
|---|---|---|---|---|
| 1 – 5 | MST1 | + | 3COM | (20) |
| 6 – 9 | MST1 | + | 6YAT | (21) |
| 10 – 27 | MST2 | − | 4LG4 | (11) |
| 28 – 33 | MST2 | + | 5DH3 | (22) |
| 34 – 40 | MST2 | − | 4LGD | (11) |
| 41-42 | MST2 | − | 6AO5 | (23) |
| 43 – 46 | MST3 | + | 3A7J | (24) |
| 47 | MST3 | − | 3ZHP | (25) |
| 48 – 51 | MST3 | + | 4QMM | (26) |
| 52 – 57 | MST3 | + | 3A7G | (24) |
| 58 | MST3 | − | 4O27 | (27) |
| 59 – 66 | MST4 | − | 3GGF | (13) |
| 67 – 69 | MST4 | − | 4FZA | (19) |
| 70 – 72 | STK25 | + | 2XIK | (28) |
| 73 | STK25 | − | 4NZW | (27) |
kinase-domain dimers are referred to by the nomenclature “dimer number_protein_PDBID”
We first asked if the same kinase-domain dimer mediated lattice contacts in multiple crystal forms since biologically relevant interfaces are more likely to mediate crystal contacts than non-physiological ones (29,30). A well-known example of the same biological interface mediating contacts in different lattices is the asymmetric kinase-domain dimer of Epidermal Growth Factor Receptor (EGFR) (31). We compared the structure of each kinase-domain pair to every other pair by iterative superpositions and found no conserved arrangement among all the pairs or any subgroup (Table S1, S2). We then asked if any kinase-domain pairs were compatible with trans-autophosphorylation. Rather than identifying dimers correlated with a specific step in trans-autophosphorylation, we used two criteria that could describe any step in the reaction. First, potential dimers must bury sufficient surface area to be considered a biologically relevant interface. In crystal lattices, biological assemblies are larger than non-physiological ones and typically bury at least 500Å2 of surface area (29,30). We calculated the surface area buried in each kinase-domain pair (Table S3) and found nearly half satisfied this requirement. Second, within a potential dimer the kinase-domains should be poised for trans-autophosphorylation, specifically the activation loop of one kinase must be able to extend into the catalytic cleft of its partner. We calculated whether each activation loop could theoretically extend into the catalytic cleft of its partner and found eleven were properly poised pairs (Table S3). From our initial set, eight pairs satisfied both requirements (1_3COM_MST1, 6_MST1_6YAT, 11_4LG4_MST2, 12_4LG4_MST2, 30_5DH3_MST2, 34_5DH3_MST2, 59_3GGF_MST4, and 69_4FZA_MST4) (Table 2, Figure 2, S1). These dimers represented the spectrum of structures analyzed, containing representative from three out of the five MST family members and both phosphorylated and unphosphorylated kinases. This set included the four previously proposed dimers as well as four novel dimers (9,11,13,19).
Table 2.
Kinase-domain dimers that satisfy the requirements for trans-autophosphorylation
| Dimer | Buried Surface Area (Å2) | Properly Poised | αG-mediated |
|---|---|---|---|
| 1_3COM_MST1 c | 798 | Yes | Yes |
| 6_6YAT_MST1 | 750 | Yes | Yes |
| 11_4LG4_MST2 c | 831 | Yes | Yes |
| 12_4LG4_MST2 | 634 | Yes | Yes |
| 30_5DH3_MST2 | 904 | Yes | Yes |
| 31_5DH3_MST2 | 746 | Yes | Yes |
| 59_3GGF_MST4 c | 1001 | Yes | Yes |
| 69_4FZA_MST4 c | 1062 | Yes | Yes |
“Yes” indicates at least one chain satisfies requirements
“Yes” equates to at least one residue in the indicated region is buried at the dimer interface.
Indicates a previously identified kinase-domain dimer
Figure 2. Three conformations of MST kinase-domain dimers.

Gallery of the highest resolution structure from each group including (A) an unphosphorylated dimer (11_4LG4_MST2), (B) a phosphorylated dimer (1_3COM_MST1), and (C) an unphosphorylated dimer bound to the activator MO25 (teal) (69_4FZA_MST4). (D,E,F) A close up of each dimer interface. For each panel, one kinase is shown in white cartoon while the other in both gray cartoon and surface. The N-terminal and C-terminal regions of the αG-helix are colored in shades of pink or green, respectively, and activation loops in shades of yellow. Residues mediating inter-kinase interactions are displayed in sticks.
The dimer interface of each of these dimers was mediated by the same regions, the activation loop and αG-helix (Figure 2, S1). The relative orientation of the kinases within these dimer, however, varied clustered into three groups based on the relative position of the kinase-domains as well as the phosphorylation state of the kinase-domain or presence of activating proteins (Figure 2, S1). One group contains the four phosphorylated dimers (1_3COM_MST1, 6_6YAT_MST1, 30_5DH3_MST2, and 31_5DH3_MST2), another the three unphosphorylated dimers (11_4LG4_MST2, 12_4LG4_MST2, and 59_3GGF_MST4), and the final a single dimer bound to the activator protein MO25 (69_4FZA_MST4). Dimers of MST2 appear in both the phosphorylated and unphosphorylated clusters, perhaps revealing the range of structural space these kinase sample during trans-autophosphorylation (Figure S1).
We analyzed the interface of the highest resolution member of each group to understand the specific interactions mediating dimerization of each group (Figure 2). For the unphosphorylated kinase domain dimer, the αG-helices form a single docking site that engages both activation loops (Figure 2A). In this arrangement, the site of phosphorylation (T180, MST2 numbering) is facing away from the interface suggesting it may represent a pre-catalytic state. The phosphorylated kinase-domain dimer, which is the only asymmetric dimer, has two interfaces that each engage several structural hallmarks of the active kinase-domain conformation (Figure 2B). In one interface, the αG-helix of one kinase binds the activation loop (pT183, MST1 numbering), HRD motif (R149, D150), and αC-helix (E69) of its partner through a series of non-bonded contacts and an extended hydrogen bonding network. In the other interface, the other αG-helix engages the αC-helix of its partner kinase forming a surface on which the activation loop of its partner kinase docks. In both interfaces E69 of the αC-helix forms a salt bridge with R231 of the αG-helix. For the MST4 kinase dimer bound to MO25, the dimerization is mediated by the αG-helices as well as the activation and P+1 loops and a two equivalent inter-kinase salt bridges using K233 (MST4 numbering) and D171. The activator protein does not make any contribution to the dimer interface (Figure 2C).
The αG-helix mediates kinase domain dimerization
We wanted to validate the interfaces in observed in the structures and determine the function of the αG-helix in dimerization and activation of MST2. To avoid disrupting the fold of the kinase-domain, we made two variants in which we substituted a set of residues corresponding to either the N-terminal (MST2-KGN) or C-terminal (MST2-KGC) regions of the αG-helix and formed a contiguous surface with alanine. We did not make any substitutions in the activation loop as they would likely impair the function of the kinase-domain. The variants expressed and purified similar to wild-type; all had similar behavior in solution based on size-exclusion chromatography (Figure 3A). To ensure the variants had the same fold as wild-type we compared the secondary structures of MST2-KWT, MST2-KGN, and MST2-KGC using far-UV circular dichroism (CD) (Figure 3B). Each of the three far-UV CD spectra have a well-defined minima at 208nm and a shallower minima at 222nm indicating a mix of α-helical and β-sheet that is consistent with the known secondary structure composition of the kinase-domain. Within error, the spectra of the alanine variants overlay with wild-type indicating that the substitutions did not disrupt the kinase-domain fold.
Figure 3. Substitutions of αG-helix do not disrupt structure.

(A) Overlay of chromatograms from size-exclusion chromatography of MST2-KWT (black), MST2-KGN (green) and MST2-KGC (pink). Elution of molecular-weights standards, in kDa, are indicated below the x-axis. (B) Overlay of far-UV CD spectra for MST2-KWT (black), MST2-KGN (green) and MST2-KGC (pink). (C) Superposition of the lowest energy in silico models of either MST2-KWT (white), MST2-KGN (green), MST2-KGC (pink).
To determine whether the substitutions of the αG-helix disrupted local folding, we also made in silico predictions for MST2-KWT, MST2-KGN and MST2-KGC. We first predicted five models for each of the three kinase domains using AlphaFold2. The model with the highest confidence score (pLDDT) was used as a template for ten separate all atom refinements in Rosetta (Figure 3C, Table 3). MST2-KGN and MST2-KGC superpose with MST2-KWT with an RMSD of 0.69Å and 0.64Å, respectively, over 276 Cα atoms indicating that the predicted structure of the variants do not deviate from that of wild-type.
Table 3.
Energy calculations for in silico models
| Dimer | Average Total Score (REU)a,b | Average FA_repc (REU) |
|---|---|---|
| MST2-KWT | −993 +/− 4 | 184 +/− 2 |
| MST2-KGC | −979 +/− 3 | 180 +/− 4 |
| MST2-KGN | −961 +/− 3 | 177 +/− 1 |
Values reported are the average and standard deviation over 10 models
Rosetta Energy Units are abbreviated REU
Leonard Jones repulsive force between atoms is abbreviated FA_rep
Then we directly monitored dimerization of the MST2 kinase-domains using sedimentation analytical ultracentrifugation (AUC) and compared the solution behavior of wild-type (MST2-KWT) to both αG-helix variants, (MST2-KGN and MST2-KGC). We computed the apparent sedimentation coefficient distributions, g(s*), for all proteins over a range of concentrations. For MST2-KWT, upon increasing concentration we observed a shift from lower to higher apparent Svedberg coefficient indicative of monomer-dimer equilibrium. For MST-KGN and MST-KGC, no shift was observed over the protein concentration analyzed (Figure 4A) suggesting these variants, which have a disrupted αG-helix, were monomeric.
Figure 4. Substitution of the αG-helix prevents dimerization of MST2 kinase-domains.

(A) Sedimentation coefficient distributions of MST2-KWT,MST2-KGN, and MST2-KGC displayed as g(s*) plots. Colors of the distribution curves correspond to the concentration of the proteins, as indicated. (B) HEK293 cells transiently transfected as indicated, and complexes isolated from lysates following avidity-based immunoprecipitation with V5 antibody. Protein expression and complex formation were monitored by Western blot. (Left) A representative set of blots are shown. Full westerns and replicates are in Figure S2. (Right) Band intensities of bound FLAG-tagged proteins were quantified ((bound-background)/normalization). The bar graph represents the mean from three experiments, and the errors bars the standard deviation. Significant differences were calculated using an unpaired t-test (***, p ≤ 0.0008, ****, p ≤ 0.0001).
We then asked if these substitutions disrupted MST2 kinase-domain dimerization in cells. We first attempted to detect oligomerization between MST2 kinase-domains using standard immunoprecipitation assays. While we could detect a complex between differentially tagged full-length MST2, which form a high affinity complex owing to dimerization of the C-terminal SARAH-domains (34,35), no interactions were detected between differentially tagged kinase-domains (Figure S2) which is consistent with the reported weak disassociation constant.
Avidity-based approach are able to detect weaker interactions that straight immunoprecipitations owing to the use of oligomeric tags, so we employed that strategy to detect interactions between MST2 kinase-domains (36). For the bait, we used a MST2-K fused to the dimeric Fc protein with a V5 tag for detection. For the prey, MST2-K was fused to the pentameric cartilage outer matrix protein (COMP) and a FLAG tagged added for detection and alkaline phosphatase (AP) for a mass tag to help distinguish the different variants on Western blots. With this approach we successfully detected binding of avidity-tagged wild-type MST2-K (Figure 4B, S3). No interactions, however, were detected for either variants bearing substitutions of the αG-helix (MST2-KGN and MST2-KGC) (Figure 4B) demonstrating that disruption of a single αG-helix is sufficient to prevent oligomerization. Together these data suggest the αG-helix mediates dimerization of MST2 kinase-domains.
Dimerization is required for autophosphorylation
We wondered if the residues required for dimerization were also required for autophosphorylation. Phosphorylation of the activation loop of MST2 was monitored by Western blot in HEK293 cells transiently transfected with plasmids encoding either wild-type MST2-FL (MST2-FLWT), MST2-FL variants bearing substitutions of αG-helix (MST2-FLGN or MST2-FLGC), or the kinase-inactivating substitution (MST2-FLD146N) (Figure 5A). While robust activation loop phosphorylation was detected for MST2-FLWT, little phosphorylation was detected for both αG-helix variants, MST2-FLGN and MST2-FLGC suggesting that disruption of the αG-helix impairs autophosphorylation of MST2. The level of phosphorylation detected for these variants, MST2-FLGN and MST2-FLGC, was equivalent to the catalytically impaired MST2-FLD146N suggesting phosphorylation arises from constitutive MST1/2 in the cells.
Figure 5. Dimerization deficient MST2 variants do not undergo autophosphorylation.

(A) Cell lysates from HEK293 cells transiently transfected with plasmids encoding variants of MST2-FL, as indicated, were analyzed by Western blot. The experiment was performed three times, and a representative set of blots are shown. Band intensities from each replicate were quantified, and the fraction of phosphorylated MST2 determined. The normalized values are plotted, with colors corresponding to sets of replicates, below each lane. Bar graphs represent the average value and error bars corresponding to the standard deviation. (B) Purified, unphosphorylated MST2-K variants were incubated in the presence or absence of ATP. Autophosphorylation was monitored by Western blot, and total protein tracked by Coomassie stained SDS-PAGE gel. The experiment was performed three times, and a representative result is shown. Plotted below the corresponding lanes of the gels are each individual data point, colored coded by replicate. The mean values are shown as a bar graph, and the error bars the standard deviation. Significant differences were calculated using an unpaired t-test (*, p ≤ 0.002; ****, p ≤ 0.0001).
To ensure the lack of autophosphorylation for MST2-FLGN and MST2-FLGC could be directly attributed to changes in the kinase-domain rather than interactions with other domains or proteins found in a cell, we analyzed autophosphorylation of MST2-KWT, MST2-KGN and MST2-KGC in vitro. We expressed and purified three unphosphorylated variants corresponding to wild-type (MST2-KWT) and variants with a substituted αG-helix (MST2-KGN or MST2-KGC), incubated each with ATP and Mg+2, and monitored phosphorylation by Western blot (Figure 5B). MST2-KWT autophosphorylated, but MST2-KGN or MST2-KGC did not suggesting the loss of autophosphorylation is a direct consequence of substitutions in the αG-helix.
MST2 variants are catalytically active
We also wanted to determine if the kinase-domain variants retained catalytic function so the observed lack of autophosphorylation could be attributed to disruption of dimerization rather than a simple loss of catalytic activity. We monitored the ability of wild-type and variant kinase-domains to phosphorylate a substrate. To generate phosphorylated MST2-K variants, but by-pass trans-autophosphorylation, we incubated unphosphorylated MST2-KWT, MST2-KGN, MST2-KGC or a catalytically inactive variant, MST2-KD146N, with ATP and phosphorylated MST2-FL. Then MST2-FL was removed by affinity purification. The phosphorylated MST2-K variants were then incubated with a known substrate, MOB1A, and phosphorylation of MOB1A monitored by Western blot (Figure 6). MST2-KD146N serves as a negative control to determine if any active MST2-FL carried through to the substrate phosphorylation assay. Interestingly, following activation by MST2-FL the level of phosphorylated MST2-KGN, MST2-KGC was lower than that of MST2-KWT, perhaps reflecting the impaired ability of the two variants to dimerize with a wild-type partner.
Figure 6.

Substitution of αG-helix does not disrupt substrate phosphorylation. (Top) Indicated variants of phosphorylated MST2-K were incubated with Δ15 MOB1A in the presence or absence of ATP. Phosphorylation of Δ15 MOB1A was monitored by Western blot using a phospho-specific antibody (α-pT35) and by Coomassie stained SDS-PAGE. Levels of autophosphorylation of MST2-K variants was monitored by α-pT180. The experiment was performed three times, and a representative set of gels are shown. (Bottom) Band intensities were quantified and the normalized fraction of phosphorylated Mob1 calculated. Individual data points are shown as circles and color coded according to replicate. The bar graph represents the mean from three replicates, and error bars the standard deviation. Significant differences were calculated using a paired t-test (ns, no significant difference; *, p ≤ 0.05; ****, p ≤ 0.0001)
Phosphorylated MST2-KWT, MST2-KGN, and MST2-KGC each phosphorylated MOB1A demonstrating that substitution of the αG-helix did not destroy catalytic function. Minimal phosphorylation of MOB1A was observed for MST2-KD146N , thus ensuring any phosphorylation of MOB1A can be attributed to the MST2 variant tested. We note the different levels of MOB1A phosphorylation likely reflect the varying levels of active MST2 in each reaction, as judged by the fraction of MST2 phosphorylated on pT180 (Figure 6). Whether or how these substitutions affect the relative catalytic efficiencies of these variants cannot be determined with this assay.
Equivalent residues mediate autophosphorylation of Hippo
We analyzed the conservation of the αG-helix in Hippo and found it was absolutely conserved barring one residue (T235 in MST2 is Q250 in Hippo) (Figure 1). Given this conservation, we wondered if autophosphorylation of Hippo relied on equivalent residues as MST2. HEK293 cells were transiently transfected with plasmids encoding either wild-type Hippo (Hippo-FLWT), catalytically inactive Hippo (Hippo-FLK71R), or variants bearing substitutions equivalent to either the N-terminal or C-terminal half of the αG-helix surface (Hippo-FLGN, Hippo-FLGC), and autophosphorylation monitored by Western blot (Figure 7). We observed robust phosphorylation for Hippo-FLWT but only minimal phosphorylation for Hippo-FLK71R demonstrating the phosphorylation observed is from autophosphorylation. Alanine substitutions of the αG-helix in Hippo (Hippo-FLGN, Hippo-FLGC), homologous to those made in MST2, resulted in no detectable activation loop phosphorylation suggesting this function of this helix is conserved across species.
Figure 7. Disruption of αG prevents autophosphorylation of Hippo.

A representative set of western blots detecting protein expression (α-MYC) or activation loop phosphorylation (α-pT180) of MYC-Hippo-FL variants following transient transfection of HEK293 cells. The experiment was performed three times, and the band intensities from each replicate were quantified. Plotted below each lane are the data from each replicate displayed as the normalized fraction of phosphorylated protein. Bar graphs represent the average value and error bars corresponding to the standard deviation. Significant differences were calculated using an unpaired t-test (****, p ≤ 0.0001).
DISCUSSION
We set out to understand the role of kinase-domain dimerization in activation via trans-autophosphorylation for the MST family and potentially resolve the differences between the dimer proposed dimerization models. Our data provides clear evidence that a conserved set of residues mediate dimerization associated with trans-autophosphorylation for the entire MST family and, by using MST2 as a model system, validate the structural models of dimerization and provide a functional link between dimerization and autophosphorylation. Our work rationalizes previous results and further suggests this mode of dimerization may be evolutionarily conserved for MST kinases.
Establishing a role for the αG-helix in both dimerization and autophosphorylation of MST2 furthers our understanding molecular mechanism of MST2 activation. Earlier work suggested at the cellular level, activating events that increased the proximity of MST2 triggered autophosphorylation and at the molecular level, based on studies of its homolog Hippo, that dimerization and autophosphorylation involved the αG-helix (8,9). This model can now be modified to increased proximity promotes autophosphorylation by promoting dimerization that is required for autophosphorylation. This model predicts regulatory proteins that bind to the residues required for dimerization would block activation of MST kinases. Our data also demonstrate that requirements for autophosphorylation are different than substrate phosphorylation as MST2 variants with impaired autophosphorylation could still phosphorylate a protein substrate (Figure 5,6). This distinction was also observed in vivo. In flies the over-growth defect arising from disruption of the αG-helix of Hippo could be rescued by variant bearing a phosphor-mimetic substitution in the activation loop that would bypass the requirement for autophosphorylation (9).
Our structural analysis revealed the MST family shares a conserved mode of dimerization (Figure 2, Figure S1). The interface of each potential trans-autophosphorylation dimer was mediated by the αG-helix, a highly conserved region between human GCKII and GCKIII families (Figure 1) (50% identity). We validated the role of αG-helix when we found substitution of these residues disrupted both dimerization and autophosphorylation of MST2 and autophosphorylation of Hippo (Figures 4,5,7); the role of these residues in activation had been previously validated for MST4 and Hippo (9,19). These findings suggest this activation mechanism is conserved across species and related kinases. The identity of this region is not maintained in other GCK kinase families (0% identity) suggesting dimerization modes vary between kinase families.
We did not anticipate that multiple dimers would be compatible with transautophosphorylation. While initially perplexed by the lack of a common dimer, several lines of reasoning supported activation being compatible with multiple conformations. A fundamental difference between MST and ErbB kinases is the nature of kinase domain activation. ErbBs do not require autophosphorylation for activation so the kinase dimer must be maintained for activity (31). In contrast, activity of MST family requires activation loop phosphorylation, but once phosphorylated the trans-autophosphorylation dimer is no longer required and must dissemble to accommodate substrate binding. This trans-autophosphorylation dimer represents an enzyme:substrate complex that by nature is a less stable, has a shorter half-life than typical protein:protein interactions, and must disassociate to allow phosphorylation of other substrates by the now activated kinase. Further, the weak affinity of the kinase-domain dimer of the MST2 kinase domain equates to a significantly lower energetic requirement for complex assembly than would be required by stronger affinity complexes. This lower energetic barrier could be satisfied by multiple conformations.
We identified 8 ensemble dimers that clustered into three groups based the relative arrangement of the kinase-domains within the dimers and aligned with the presence or absence of activation loop phosphorylation or activator proteins (Figure 2, S1). It is, indeed, tempting to speculate these groups represent pre- and post-catalytic states; all the kinases-domains in the phosphorylated group adopt the active conformation and the dimer interface engages multiple regulatory elements (αC-helix, HRD motif, and the activating site of phosphorylation on the activation loop) that stabilize that active conformation. In contrast, the kinases in the unphosphorylated group adopt a variety of partially active conformations. The structural variation within this ensemble may represent the structural space sampled by a kinase during trans-autophosphorylation. In the future, experiments looking at the structural dynamics of trans-autophosphorylation should investigate the repacking of the dimer interface and the rearrangements within the kinase that occur during trans-autophosphorylation. Our work suggests a conserved interface mediates dimerization and activation for the entire MST family and it will be interesting going forward investigating how molecular mechanisms of activation vary between kinase families.
EXPERIMENTAL PROCEDURES
Generation of lattice dimers
The Protein Data Bank(37) on 7/5/20 data contained 47 crystal structures of GCKII and GCKIII family members. This list was then pruned to contain only unique crystal forms. By this process we identified 15 unique crystals forms that included representatives from each of the five family members and both phosphorylated and unphosphorylated kinases (Table 1). If binding partners or other domains were present in the structures, those components were removed for generation of lattice-mediated kinase-domain pairs. We then manually identified all unique kinase-domain pairs mediated by contacts either within the asymmetric unit or by crystal symmetry using UCSF Chimera(38) resulting in 73 independently observed kinase-domain pairs.
Structural Analysis
Both buried surface area calculations and identification of residues buried at the interface were performed in AREAIMOL in CCP4 (39). The criteria for the αG-helix to be mediating dimerization was burial of a single residue. To determine the similarity of kinase-domain dimers, the C-lobe of every kinase was superposed onto each kinase-domain in every other kinase-domain dimer using LSQKAB in CCP4 (39). If the superposition generated an RMSD less than 3Å over the 78 Cα-atoms, then dimers were considered similar. To determine if the kinases were properly positioned, we first modeled the position of ATP in the catalytic cleft of one kinase by superimposing the structure of MST3 bound to AMP-PNP onto each kinase in the pair (PDBID 4QML)(26) and then measured the distance between the γ phosphate and either the start (residue 162, MST2 numbering) or end of the activation loop (residue 185) of the partner kinase. Kinases were deemed properly poised if, assuming the activation loop was fully extended, T180 could be positioned in the activation cleft of its partner.
Avidity pull-downs
HEK293T cells were seeded at 0.4*106cells/well in 6-well plates, 24 hours later they were transfected with indicated plasmids, and lysed twenty-four hours afterwards in ice-cold Immunoprecipitation Buffer supplemented with protease and phosphatase inhibitors (20mM Tris pH 8, 150mM NaCl, 1% Nonidet P-40, 10% Glycerol) supplemented with 1mM Phenylmethylsulfonyl fluoride (PMSF), 1mM Na3VO4, 10mM NaF, 2.5mM Na2P2O7, 1mM β-glycerophosphate, Protease Inhibitor Cocktail (Sigma, #P8849), and Universal Nuclease (Pierce, #88701). Lysates were normalized using the BCA Assay (ThermoFisher, #23225) and then incubated with Protein G resin (homemade) and V5 antibody (Cell Signaling Technologies, Lot 6) for 3 hours at 4°C. Resin was collected, washed three times each with IP buffer, and boiled in SDS-loading buffer. For Western blots of the proof-of-concept pulldowns, samples were analyzed by Western blot using primary antibodies that recognized either the V5 (Cell Signaling, Lot 6, diluted 1:1000) or FLAG (Sigma- Aldrich, Lot SLCD3990, diluted 1:1000) epitopes followed by either IRDye 800CW Goat anti-Rabbit (LI-COR, Lot C90220-06, diluted 1:10,000) or IRDye 800CW Goat anti-Mouse (LI-COR, Lot C81106-01, diluted 1:10,000) secondary antibody, respectively. Blots were scanned on an Odyssey Infrared Imaging System (LI-COR). For Western blots of the alanine-substitution variants the same protocol was followed except for the use of an anti-Rabbit HRP-linked secondary antibody (Cell Signaling, Lot 28, diluted 1:10,000) for the V5 antibody. Then blots were incubated with Clarity Max™ Western ECL Substrate (Bio-Rad), and scanned with a GBox Chemi XX9 System (SYNGENE). Band intensity were quantified by ImageJ (40). The amount of normalized, bound protein was calculated by first subtracting the amount of background binding for each variant and then expressing the amount of bound protein as a fraction relative to the amount of bound, wild-type MST2-FL or wild-type MST2-K fused to the COMP avidity tag.
Protein expression and purification
DNA encoding residues 1-314 of human MST2 kinase-domain (UniprotKB Q13188) were cloned downstream of a hexa-histidine and SUMO tags into either a modified pBAD4 plasmid(41) for MST2-Kwt and MST2-KD146N, or pRSF-Duet (EMD-Millipore, MA) for MST2-KGN and MST2-KGC. MST2-KGC had residues (Y221, F231, M232, T235, N236, P237, P238) substituted to alanine and MST2-KGN had these residues (K218, D223, I224, H225, P226, M227, R228) substituted with alanine. For expression, MST2 variants were transformed into T7 express cells (New England BioLabs, MA) along with a plasmid encoding maltose binding protein (MBP) λ-Phosphatase. Bacterial cultures were grown at 37°C until OD600 of 2.0, and protein expression induced with 0.25mM Isopropyl β-d-1-thiogalactopyranoside (IPTG). Cultures were grown at 20°C overnight and then harvested.
All MST2 variants were purified as follows. Cells were lysed in 50mM Tris, pH 8.0, 400mM NaCl, 5% glycerol supplemented with Protease Inhibitor Cocktail (Sigma, MO). Clarified lysate was incubated with Nickel charged Profinity-IMAC resin (Biorad, CA) for one hour at 4°C, and protein eluted with 125mM imidazole. The hexa-histidine and SUMO tags were removed following incubation with SENP protease (made in house). Cleaved proteins were further purified by anion exchange and gel-filtration chromatographies. Final proteins were flash frozen at 10mg/mL in 10mM Tris, pH 8.0, 200mM NaCl, 5% glycerol, and 1mM Tris(2-carboxyethyl)phosphine (TCEP).
To generate phosphorylated MST2-K, following anion-exchange chromatography variants were incubated with phosphorylated H6-MST2-FL (made in house(8)) and 5mM ATP, 10mM MgCl2, 5mM NaF, 1mM Na3VO4 for 30 minutes at room temperature. Reactions were further purified on Ni-IMAC resin to remove H6-MST2-FL, and to the flow-through 20mM of ethylenediaminetetraacetic acid (EDTA) was added to quench the reaction. Phosphorylation of the variants were confirmed by Western-blot, and phosphorylated MST2-K proteins were further purified by size-exclusion chromatography.
The DNA encoding a truncated human MOB1A (residues 16-216, UniProtKB Q9H8S9) (MOB1AΔ15) were cloned into a modified pBAD4 plasmid(41) downstream from N-terminal hexahistidine and SUMO tags. MOB1AΔ15 was co-expressed with MBP tagged λ Phosphatase in pRSF-Duet. Plasmids were transformed into T7 express cells (New England Biolabs). Cells were grown to OD600 of 1.0 at 37°C, induced with 0.5mM IPTG, and grown an additional 16 hours at 20°C. Unphosphorylated MOB1AΔ15 was purified following the same protocol as for unphosphorylated MST2-K.
Analytical gel-filtration
25 μM of either MST2-KWT, MST2-KGC, or MST2-KGN were run on a Superdex 75 Increase (10/300) GL (GE Healthcare) in 10mM Tris pH 8.0, 200mM NaCl, 5% glycerol, and 1mM TCEP.
CD Spectroscopy.
Far-UV Cd spectra were collected on an Aviv Model 410 spectrophotometer (Aviv Biomedical, NJ). CD samples contained 11μM of each MST2-K variant in 10mM Tris, pH 8.0, 200mM NaCl, 5%glycerol, and 0.5mM TCEP (ThermoFisher). Spectra were recorded at 20ΰC using a 0.1 cm pathlength cuvette. Data were collected with a 1nm step size, averaging for 3 seconds at each step. Before analysis, spectra from the buffer control were subtracted from each spectra; this blank subtracted data was converted to molar residue ellipticity (MRE). Data was plotted in Prism.
In silico folding analysis
AlphaFold2 (32,33) was used to predict the structures of MST2 kinase domain (residues 1 – 314) corresponding to wild-type and either GN or GC variants. From the five predictions, the model with the highest pLDDT score was then used as the starting model for ten rounds of all atom minimization using Rosetta relax(42–45). RMSD calculations were performed using the core of the kinase domain excluding the activation loop (residues 18-166, and 189-335). Within each model set the RMSD was either 0.42 Å, 0.25 Å, or 0.30 Å over 276 Cα atoms for MST2-KWT, MST2-KGN and MST2-KGC, respectively, indicating convergence of the minimization.
Analytical Ultracentrifugation assays
All proteins were dialyzed overnight into 10mM Tris, pH 8.0, 200mM NaCl, 5% glycerol, and 1mM TCEP. The resulting dialysate was used as a reference. Proteins were diluted in dialysate to 8.5μM, 17.1μM, 25.7μM, 34.3μM. AUC cells were assembled using SedVel60K 1.2-cm meniscus-matching centerpieces (SpinAnalytical) and sapphire windows. Sample and dialysate were loaded into the cells and spun at 25,000rpm in a Beckman XL-I until the menisci of sample and buffer matched. Concentrations were slightly diluted as a result of meniscus matching. The cells were then removed and inverted multiple times to remix the samples. The samples were allowed to return to equilibrium under vacuum at 20°C for 2hr. Sedimentation velocity experiments were run at 50,000rpm using interference optics collecting scans every 30sec for each cell for a total of 980 scans.
Sedimentation coefficient g(s*) distributions were generated from a subset of primary data where the sedimenting boundary curves had completely cleared the meniscus and located approximately in the middle of the centrifuge cell using DCCT+ by John Philo (version 2.5.1)(46,47). Partial specific volumes were calculated from the protein sequence and buffer density from the individual components using SEDNTERP(48). Data was plotted in Prism.
In vitro autophosphorylation assays
10μM of unphosphorylated MST2-K was incubated in 10mM Tris, pH 8.0, 150mM NaCl, 5mM MgCl2, 0.5mM MnCl2, 1mM NaF, 1mM Na3VO4, 4% glycerol, and 1mM TCEP in the presence or absence of 1mM ATP at room temperature for 60 minutes. Reactions were quenched with 20mM EDTA, and samples analyzed by Coomassie stained SDS-PAGE and Western blot using a primary antibody that recognizes MST2 phosphorylated at T180 (Cell Signaling, Lot 1, 1:1000 dilution) and the secondary antibody, IRDye 800CW Goat anti-Rabbit antibody (LI-COR, Lot C90220-06, 1:10,000 dilution). Reactions were performed three times. Band intensities were quantified, and the relative fraction of phosphorylated MST2 determined by dividing the intensity of the pT180 band by the intensity of the Coomassie band and then normalizing the signal between blots to a loading control included on each blot.
Cell-based autophosphorylation assays
HEK293T cells were seeded at 0.2*106cells/well in 6-well plates, transfected with indicated plasmids twenty-four hours later, and lysed twenty-four hours following in ice-cold RIPA buffer supplemented with protease and phosphatase inhibitors (25mM Tris pH 7.5, 150mM NaCl, 0.2% Sodium Dodecyl Sulfate, 1% Nonidet P-40, and 1% Sodium Deoxycholate) supplemented with 1mM PMSF, 1mM Na3VO4, 10mM NaF, 2.5mM Na2P2O7, 1mM β-glycerophosphate, 5mM EDTA. and Protease Inhibitor Cocktail. Clarified lysates were normalized by BCA Assay and normalized samples run on Western Blot. Blots were probed with primary antibodies diluted 1:1000 that recognized either HA (Roche, Lot34502100), MYC (Santa Cruz, Lot L1318), or pT180 (Cell Signaling, Lot 2) epitopes followed secondary antibodies diluted 1:10,000 by either IRDye800CW Goat anti-Rat (LI-COR, Lot D00225-01), IRDye800CW Goat anti-Mouse(LI-COR, Lot C81106-01), or IRDye800CW goat anti-Rabbit (LI-COR, Lot C90220-06), respectively. The fraction of pT180 was determined by dividing the intensity of pT180 band by the intensity of the epitope tag and then dividing the result by the fraction of pT180 for wild-type of that replicate.
In vitro substrate phosphorylation assays
0.1μM of phosphorylated MST2-K was incubated with MOB1AΔ15 in the same buffer used for autophosphorylation reactions in the presence or absence of 1mM ATP at room temperature for 30 minutes. Reactions were quenched with 20mM EDTA, and samples analyzed by Coomassie stained SDS-PAGE and Western blot using a primary antibody that recognizes phosphorylated T35 of MOB1A (Cell Signaling, Lot 2, 1:1000 dilution) followed by IRDye 680RD goat anti-rabbit antibody (LI-COR, Lot C71115-11, 1:10,000 dilution). Reactions were performed three times. Band intensities were quantified, and the relative fraction of phosphorylated MOB1AΔ15 determined by dividing the intensity of the pT35 band by the intensity of the Coomassie band and normalizing to the fraction pT35 for wild-type MST2-K.
General Tissue Culture
HEK293T cells (ATCC, VA) were cultured in DMEM:F12 medium (Gibco) supplemented with 5% Fetal Bovine Serum (VWR) and 2mM Glutamine (Gibco) and grown at 37°C in 5%CO2. Cells were transfected with indicated plasmids using polyethyleimine “MAX” (Polysciences)(49).
Image Quantification and Statistical Analysis.
Both Coomassie stained gels and Western blots were scanned on an Odyssey Infrared Imaging System (LI-COR) barring avidity immunoprecipitations of MST2 variants in Figures 4,5 and Figure S2 which were imaged on a GBox (Syngene). Band intensities were quantified using ImageJ(40). Statistical analysis and plotting of data was performed in Prism (GraphPad software, La Jolla California, USA).
Supplementary Material
ACKNOWELDGEMENTS
We thank the Johns Hopkins University Center for Molecular Biophysics for providing instrumentation and resources, David Snead for critical reading of the manuscript, and Ameya Harmalkar and Lee-Shin Chu for guidance with in silico predictions.
FUNDING AND ADDITIONAL INFORMATION
This work is supported by NIH R01GM134000 to JMK and NIH T32CA009110 for TT and KW. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
ABBREVIATIONS
- COMP
cartilage oligomeric matrix protein
- CD
Circular dichroism
- IPTG
Isopropyl β-d-1-thiogalactopyranoside
- MBP
Maltose binding protein
- PMSF
Phenylmethylsulfonyl fluoride
- TCEP
1mM Tris(2-carboxyethyl)phosphine
- EDTA
ethylenediaminetetraacetic acid
- AMP-PNP
Adenylyl-imidodiphosphate
- HRP
Horseradish peroxidase
- AP
Alkaline phosphatase
- MRE
Molar residue ellipticity
- RMSD
Root-mean-square deviation
- Kd
Dissociation constant
- MST
Mammalian sterile twenty-like
- EGFR
Epidermal growth factor receptor
- GCK
Germinal center kinases
- AUC
Analytical Ultracentrifugation
Footnotes
SUPPORTING INFORMATION
This article contains supporting information.
CONFLICT OF INTEREST
The authors declare no conflicts of interest with the content of this article.
DATA AVAILABILITY
Requests for raw data, additional information, or reagents contained within the manuscript are available upon request from Jennifer Kavran, Johns Hopkins Bloomberg School of Public Health, jkavran@jhu.edu. CD data is available on the Johns Hopkins Research Data Reposity and can be accessed at https://doi.org/10.7281/T1/8DBUAP.
REFERENCES
- 1.Ma S, Meng Z, Chen R, Guan K-L. The Hippo Pathway: Biology and Pathophysiology. Annu Rev Biochem. 2019. Jun 20;88:577–604 10.1146/annurev-biochem-013118-111829 [DOI] [PubMed] [Google Scholar]
- 2.Misra JR, Irvine KD. The Hippo Signaling Network and Its Biological Functions. Annu Rev Genet. 2018. Nov;52(1):65–87 10.1146/annurev-genet-120417-031621 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Zheng Y, Pan D. The Hippo Signaling Pathway in Development and Disease. DEVCEL. 2019. Aug;50(3):264–82 10.1016/j.devcel.2019.06.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Davis JR, Tapon N. Hippo signalling during development. Development. 2019. Sep;146(18):dev167106 10.1242/dev.167106 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Deng Y, Pang A, Wang JH. Regulation of Mammalian STE20-like Kinase 2 (MST2) by Protein Phosphorylation/Dephosphorylation and Proteolysis. J Biol Chem. 2003. Apr;278(14):11760–7 10.1074/jbc.M211085200 [DOI] [PubMed] [Google Scholar]
- 6.Glantschnig H, Rodan GA, Reszka AA. Mapping of MST1 kinase sites of phosphorylation. Activation and autophosphorylation. J Biol Chem. 2002. Nov 8;277(45):42987–96 10.1074/jbc.M208538200 [DOI] [PubMed] [Google Scholar]
- 7.Praskova M, Khoklatchev A, Ortiz-Vega S, Avruch J. Regulation of the MST1 kinase by autophosphorylation, by the growth inhibitory proteins, RASSF1 and NORE1, and by Ras. Biochem J. 2004. Jul 15;381(Pt 2):453–62 10.1042/BJ20040025 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Tran T, Mitra J, Ha T, Kavran JM. Increasing kinase domain proximity promotes MST2 autophosphorylation during Hippo signaling. J Biol Chem. 2020. Nov;295(47):16166–79 10.1074/jbc.RA120.015723 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Jin Y, Dong L, Lu Y, Wu W, Hao Q, Zhou Z, et al. Dimerization and Cytoplasmic Localization Regulate Hippo Kinase Signaling Activity in Organ Size Control. J Biol Chem. 2012. Feb;287(8):5784–96 10.1074/jbc.M111.310334 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Deng Y, Matsui Y, Zhang Y, Lai Z-C. Hippo activation through homodimerization and membrane association for growth inhibition and organ size control. Dev Biol. 2013. Mar 15;375(2):152–9 10.1016/j.ydbio.2012.12.017 [DOI] [PubMed] [Google Scholar]
- 11.Ni L, Li S, Yu J, Min J, Brautigam CA, Tomchick DR, et al. Structural Basis for Auto activation of Human Mst2 Kinase and Its Regulation by RASSF5. Structure/Folding and Design. 2013. Aug;1–12 10.1016/j.str.2013.07.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Beenstock J, Mooshayef N, Engelberg D. How Do Protein Kinases Take a Selfie (Autophosphorylate)? Trends Biochem Sci. 2016. Nov;41(11):938–53 10.1016/j.tibs.2016.08.006 [DOI] [PubMed] [Google Scholar]
- 13.Record CJ, Chaikuad A, Rellos P, Das S, Pike ACW, Fedorov O, et al. Structural Comparison of Human Mammalian Ste20-Like Kinases. PLoS One. 2010. Aug;5(8):e11905 10.1371/journal.pone.0011905 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Pombo CM, Iglesias C, Sartages M, Zalvide JB. MST Kinases and Metabolism. Endocrinology. 2019. Mar;160(5):1111–8 10.1210/en.2018-00898 [DOI] [PubMed] [Google Scholar]
- 15.Thompson BJ, Sahai E. MST kinases in development and disease. J Cell Biol. 2015. Sep;210(6) :871–82 10.1083/jcb.201507005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Pombo CM, Force T, Kyriakis J, Nogueira E, Fidalgo M, Zalvide J. The GCK II and III subfamilies of the STE20 group kinases. Front Biosci. 2007. Jan;12(1):850–9 10.2741/2107 [DOI] [PubMed] [Google Scholar]
- 17.Dan I, Watanabe NM, Kusumi A. The Ste20 group kinases as regulators of MAP kinase cascades. Trends Cell Biol. 2001. May;11(5):220–30 10.1016/S0962-8924(01)01980-8 [DOI] [PubMed] [Google Scholar]
- 18.Ling P, Lu T-J, Yuan C-J, Lai M-D. Biosignaling of mammalian Ste20-related kinases. Cell Signal. 2008. Jul;20(7):1237–47 10.1016/j.cellsig.2007.12.019 [DOI] [PubMed] [Google Scholar]
- 19.Shi Z, Jiao S, Zhang Z, Ma M, Zhang Z, Chen C, et al. Structure of the MST4 in Complex with MO25 Provides Insights into Its Activation Mechanism. Structure/Folding and Design. 2013. Mar;21(3):449–61 10.1016/j.str.2013.01.007 [DOI] [PubMed] [Google Scholar]
- 20.Atwell S, Burley SK, Dickey M, Leon B, Sauder JM, Research NYS. PDB ID: 3COM. [Google Scholar]
- 21.Chaikuad A, Bata N, Limpert AS, Lambert LJ, Bakas NA, Cosford NDP. PDBID: 6YAT. Structural Genomics Consortium. [Google Scholar]
- 22.Fan F, He Z, Kong L-L, Chen Q, Yuan Q, Zhang S, et al. Pharmacological targeting of kinases MST1 and MST2 augments tissue repair and regeneration. Sci Transl Med. 2016. Aug;8(352):352ra108 10.1126/scitranslmed.aaf2304 [DOI] [PubMed] [Google Scholar]
- 23.Bae SJ, Ni L, Osinski A, Tomchick DR, Brautigam CA, Luo X. SAV1 promotes Hippo kinase activation through antagonizing the PP2A phosphatase STRIPAK. Elife. 2017. Oct;6 10.7554/eLife.30278 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Ko T-P, Jeng W-Y, Liu C-I, Lai M-D, Wu C-L, Chang W-J, et al. Structures of human MST3 kinase in complex with adenine, ADP and Mn 2+. Acta Crystallogr D Biol Crystallogr. 2010. Jan;66(2):145–54 10.1107/S0907444909047507 [DOI] [PubMed] [Google Scholar]
- 25.Mehellou Y, Alessi DR, Macartney TJ, Szklarz M, Knapp S, Elkins JM. Structural insights into the activation of MST3 by MO25. Biochem Biophys Res Commun. 2013. Feb;431 (3):604–9 10.1016/j.bbrc.2012.12.113 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Olesen SH, Zhu J-Y, Martin MP, Schönbrunn E. Discovery of Diverse Small-Molecule Inhibitors of Mammalian Sterile20-like Kinase 3 (MST3). ChemMedChem. 2016. May;11(11):1137–44 10.1002/cmdc.201600115 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Hao Q, Feng M, Shi Z, Li C, Chen M, Wang W, et al. Structural insights into regulatory mechanisms of MO25-mediated kinase activation. J Struct Biol. 2014. May;186(2):224–33 10.1016/j.jsb.2014.04.005 [DOI] [PubMed] [Google Scholar]
- 28.Muniz JRC, Rellos P, Vollmar M, Allertson C, Chaikuad A, Savitsky P, et al. PDBID: 2XIK. [Google Scholar]
- 29.Valdar WSJ, Thornton JM. Conservation helps to identify biologically relevant crystal contacts. J Mol Biol. 2001. Oct;313(2):399–416 10.1006/jmbi.2001.5034 [DOI] [PubMed] [Google Scholar]
- 30.Valdar WS, Thornton JM. Protein-protein interfaces: analysis of amino acid conservation in homodimers. Proteins: Struct Funct Bioinf. 2001. Jan;42(1):108–24 10.1002/1097-0134(20010101)42:1<108::AID-PROT110>3.0.CO;2-O [DOI] [PubMed] [Google Scholar]
- 31.Zhang X, Gureasko J, Shen K, Cole PA, Kuriyan J. An Allosteric Mechanism for Activation of the Kinase Domain of Epidermal Growth Factor Receptor. Cell. 2006. Jun;125(6):1137–49. 10.1016/j.cell.2006.05.013 [DOI] [PubMed] [Google Scholar]
- 32.Jumper J, Evans R, Pritzel A, Green T, Figurnov M, Ronneberger O, et al. Highly accurate protein structure prediction with AlphaFold. Nature [Internet]. 2021. Jul 15; Available from: 10.1038/s41586-021-03819-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Mirdita M, Schütze K, Moriwaki Y, Heo L, Ovchinnikov S, Steinegger M. ColabFold: making protein folding accessible to all. Nat Methods. 2022. Jun;19(6):679–82 10.1038/s41592-022-01488-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Cairns L, Patterson A, Weingartner KA, Koehler TJ, DeAngelis DR, Tripp KW, et al. Biophysical characterization of SARAH domain-mediated multimerization of Hippo pathway complexes in Drosophila. J Biol Chem. 2020. May;295(18):6202–13 10.1074/jbc.ra120.012679 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Creasy CL, Ambrose DM, Chernoff J. The Ste20-like protein kinase, Mst1, dimerizes and contains an inhibitory domain. J Biol Chem. 1996. Aug;271(35):21049–53 10.1074/jbc.271.35.21049 [DOI] [PubMed] [Google Scholar]
- 36.Özkan E, Carrillo RA, Eastman CL, Weiszmann R, Waghray D, Johnson KG, et al. An Extracellular Interactome of Immunoglobulin and LRR Proteins Reveals Receptor-Ligand Networks. Cell. 2013. Jul;154(1):228–39 10.1016/j.cell.2013.06.006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Berman HM, Westbrook J, Feng Z, Gilliland G, Bhat TN, Weissig H, et al. The Protein Data Bank. Nucleic Acids Res. 2000. Jan 1;28(1):235–42 10.1093/nar/28.1.235 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Pettersen EF, Goddard TD, Huang CC, Couch GS, Greenblatt DM, Meng EC, et al. UCSF Chimera--a visualization system for exploratory research and analysis. J Comput Chem. 2004. Oct;25(13):1605–12 10.1002/jcc.20084 [DOI] [PubMed] [Google Scholar]
- 39.Winn MD, Ballard CC, Cowtan KD, Dodson EJ, Emsley P, Evans PR, et al. Overview of the CCP4 suite and current developments. Acta Crystallogr D Biol Crystallogr. 2011. Apr;67(Pt 4):235–42 10.1107/s0907444910045749 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 years of image analysis. Nat Methods. 2012. Jun;9(7):671–5 10.1038/nmeth.2089 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Peränen J, Rikkonen M, Hyvönen M, Kääriäinen L. T7 vectors with modified T7lac promoter for expression of proteins in Escherichia coli. Anal Biochem. 1996. May;236(2):371–3 10.1006/abio.1996.0187 [DOI] [PubMed] [Google Scholar]
- 42.Tyka MD, Keedy DA, André I, Dimaio F, Song Y, Richardson DC, et al. Alternate states of proteins revealed by detailed energy landscape mapping. J Mol Biol. 2011. Jan 14;405(2):607–18 10.1016/j.jmb.2010.11.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Khatib F, Cooper S, Tyka MD, Xu K, Makedon I, Popovic Z, et al. Algorithm discovery by protein folding game players. Proc Natl Acad Sci U S A. 2011. Nov 22;108(47):18949–53 10.1073/pnas.1115898108 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Conway P, Tyka MD, DiMaio F, Konerding DE, Baker D. Relaxation of backbone bond geometry improves protein energy landscape modeling. Protein Sci. 2014. Jan;23(1):47–55 10.1002/pro.2389 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Nivón LG, Moretti R, Baker D. A Pareto-optimal refinement method for protein design scaffolds. PLoS One. 2013. Apr 2;8(4):e59004 10.1371/journal.pone.0059004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Philo JS. Improved methods for fitting sedimentation coefficient distributions derived by time-derivative techniques. Anal Biochem. 2006. Jul;354(2):238–46 10.1016/j.ab.2006.04.053 [DOI] [PubMed] [Google Scholar]
- 47.Stafford WF 3rd. Boundary analysis in sedimentation transport experiments: a procedure for obtaining sedimentation coefficient distributions using the time derivative of the concentration profile. Anal Biochem. 1992. Jun;203(2):295–301 10.1016/0003-2697(92)90316-y [DOI] [PubMed] [Google Scholar]
- 48.Harding SE, Rowe AJ, Horton JC. Analytical Ultracentrifugation in Biochemistry and Polymer Science. Royal Society of Chemistry; 1992. 629 p. [Google Scholar]
- 49.Longo PA, Kavran JM, Kim M-S, Leahy DJ. Transient Mammalian Cell Transfection with Polyethylenimine (PEI). In: Methods in enzymology. Elsevier; 2013. p. 227–40 10.1016/b978-0-12-418687-3.00018-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Modi V, Dunbrack RL. A Structurally-Validated Multiple Sequence Alignment of 497 Human Protein Kinase Domains. Sci Rep. 2019. Dec 24;9(1):1–16 10.1038/s41598-019-56499-4 [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
Requests for raw data, additional information, or reagents contained within the manuscript are available upon request from Jennifer Kavran, Johns Hopkins Bloomberg School of Public Health, jkavran@jhu.edu. CD data is available on the Johns Hopkins Research Data Reposity and can be accessed at https://doi.org/10.7281/T1/8DBUAP.
