Open Access Article
Michael
Salcius‡
a,
Antonin
Tutter‡
a,
Marianne
Fouché‡
b,
Halil
Koc
b,
Dan
King
a,
Anxhela
Dhembi
a,
Andrei
Golosov
a,
Wolfgang
Jahnke
b,
Chrystèle
Henry
b,
Dayana
Argoti
c,
Weiping
Jia
c,
Liliana
Pedro
c,
Lauren
Connor
b,
Philippe
Piechon
b,
Francesca
Fabbiani
b,
Regis
Denay
b,
Emine
Sager
b,
Juergen
Kuehnoel
b,
Marie-Anne
Lozach
b,
Fabio
Lima
b,
Angela
Vitrey
b,
Shu-Yu
Chen
d,
Gregory
Michaud
*a and
Hans-Joerg
Roth
*b
aNovartis Biomedical Research, 181 Massachusetts Ave, Cambridge, USA
bNovartis Biomedical Research, Fabrikstrasse 2, CH-4056 Basel, Switzerland. E-mail: marianne.fouche@novartis.com; hans-joerg.roth@sunrise.ch
cNovartis Biomedical Research, 5959 Horton Street, Emeryville, USA
dEidgenösisch Technische Hochschule, Inst. Mol. Phys. Wiss, Zürich, Switzerland
First published on 6th March 2025
Many disease-relevant and functionally well-validated targets are difficult to drug. Their poorly defined 3D structure without deep hydrophobic pockets makes the development of ligands with low molecular weight and high affinity almost impossible. For these targets, incorporation into a ternary complex may be a viable alternative to modulate and in most cases inhibit their function. Therefore, we are interested in methods to identify and characterize molecular glues. In a protein array screen of 50 different macrocyclic FKBP12 ligands against 2500 different randomly selected proteins, a molecular glue compound was found to recruit a dimeric protein called MAPRE1 to FKBP12 in a compound-dependent manner. The corresponding ternary complex was characterized by TR-FRET proximity assay and native MS spectroscopy. Insights into the 3D structure of the ternary complex were obtained by 2D protein NMR spectroscopy and finally by an X-ray structure, which revealed the ternary complex as a 2
:
2
:
2 FKBP12
:
molecular glue
:
MAPRE1 complex exhibiting multiple interactions that occur exclusively in the ternary complex and lead to significant cooperativity α. Using the X-ray structure, rationally guided synthesis of a series of analogues led to the cooperativity driven improvement in the stability of the ternary complex. Furthermore, the ternary complex formation of the series was confirmed by cellular NanoBiT assays, whose Amax values correlate with those from the TR-FRET proximity assay. Furthermore, NanoBiT experiments showed the functional impact (inhibition) of these molecular glues on the interaction of MAPRE1 with its intracellular native partners.
In principle, there are two types of ternary complex-forming compounds. Bifunctional compounds (Bfx) and molecular glues (MG). Ternary complexes formed by Bfx's predominantly derive their free enthalpy from the sum of independent binary affinities of the Bfx to the two proteins. In contrast, ternary complexes formed by molecular glues predominantly derive their free enthalpy from new interactions that occur only in the ternary complex, such as new protein–protein or new MG–protein interactions. The degree of additional stability of the ternary complex resulting from such newly induced interactions is referred to as “cooperativity α”. The cooperativity α can also be described as the degree of additional affinity of a ligand to a protein (the ratio between the binary and the ternary Kd) caused exclusively by the presence of the second protein. Ternary complexes formed by a Bfx may also exhibit cooperativity, but to a lesser extent than ternary complexes of the same thermodynamic stability formed by a MG.15–18
In practice, the distinction between Bfx and MG is often arbitrary, since in practice there is no such thing as a compound without affinity to a protein. It all depends on where the threshold for defining binary affinity to either or both proteins is set. Most ternary complex-forming compounds are therefore hybrids between Bfx and MG. Many of them (e.g. Cyclosporin, Rapamycin, FK506) or the more recent clinical candidate RMC-7977 even have a strong affinity for one of the two proteins. The facts that have led to their classification as typical molecular glues are that they have no or only weakly measurable affinity for the target, and that the ternary complexes that they induce have a very high cooperativity (>10
000).19,20
For the same given thermodynamic stability of a ternary complex, MG tend to have a lower molecular weight than Bfx. MG are therefore potentially more drug-like and developable. Additionally, since MG more closely resemble conventional drug-like small molecules, they are more likely to have favorable membrane permeability and cellular uptake. Lastly, the high ternary complex cooperativity enabled by MG and the corresponding absence of a strong target affinity helps to avoid a key challenge inherent to Bfx known as the hook effect,21 whereby ternary complex formation is inhibited at high Bfx concentration. This emphasizes the importance of screening methods that allow hits to be ranked not only by their potency to form ternary complexes, but also by the degree of cooperativity that determines the observed potency. As is well known for binary ligands, the hit with the highest initial potency is not always the most promising. The same is true for ternary complex forming hits. Those that do not have the highest initial potency for ternary complex formation, but a higher cooperativity may have higher potential for drug development and are preferred for optimization.
This explains our interest in drug-like MG starting points for difficult targets. We were interested in exploring the scope of the ubiquitous protein FKBP12 with its – depending on the cell line – high cellular expression levels as a chaperone to recruit targets beyond mTor.22–31 At the time we started our work, mTor and calcineurin were the only targets known to be recruited and inhibited by a binary FKBP12-ligand complex, one with rapamycin, one with FK506 (the target CEP250 was published during our work).32 We wondered whether the FKBP12-Rapamycin-mTor example could be generalized and extended to targets other than mTor. We chose FKBP12 as the chaperone rather than cyclophilin, another proline isomerase with ubiquitous and high expression levels, because of the relatively simple, drug-like binding motif that was known in the literature (the “simplification” of the cyclophilin A binding motif of Sanglifehrin had not been published at that time).33 Also, the “modular synthesis” of macrocycles with the FKBP12 binding motif and a modular and diverse recruitment loop had already been published.23
We decided to explore the two possible dimensions of a chaperone-focused glue screen through two series of experiments. One series was to screen for target recruitment, testing a small number of targets against a higher number of FKBP12 ligands with diverse recruiting loops in the absence and presence of FKBP12. The other series was the reverse, i.e. screening for recruitment a lower number of compounds against a higher number of target proteins in the presence of FKBP12. This publication describes the results of the latter, in which we screened 50 macrocyclic FKBP12 ligands with different recruitment loops on a protein array with a diverse selection of approximately 2500 proteins. From the ∼125
000 data points (50 cmpds × ∼2500 proteins), we identified one cmpd that selectively recruits a protein called MAPRE1 to FKBP12 in a compound-dependent manner and with significant cooperativity. We report here the characterization of the corresponding FKBP12:MG:MAPRE1 ternary complex by biophysical and biochemical assays, including the 3D structure obtained by NMR and X-ray crystallography. We also describe our effort to improve the potency by increasing the cooperativity of the molecular glue originally found. Furthermore, we demonstrate the formation of the ternary complexes in cells and show that ternary complex assembly in cells disrupts MAPRE1 association with a known MAPRE1 interacting protein.
The spots on the array with novel residual fluorescence mapped to replicates of a single protein called MAPRE1, a plus-end tracking protein (+TIPs) that regulates microtubule (MT) behavior and interactions between MTs and other intracellular structures during mitosis. MAPRE1 belongs to the end-binding (EB) family and is also called EB1. MAPRE1 has been shown to bind directly to MTs and to a variety of +TIPs and cytoskeletal proteins, recruiting them to the plus ends. MAPRE1 consists of two domains connected by a flexible linker: the MT-binding domain at the N-terminus (CH), which binds directly to microtubules, and the end-binding homology (EBH) at the C-terminus, the recruitment domain. The EBH domain is structurally a coiled-coil domain. MAPRE1 exists as a homodimer (Fig. 5).40
To validate SLF-1 as a ternary complex-forming compound, three different TR-FRET assays were established to demonstrate compound-dependent induced proximity between FKBP12 and (1) full-length MAPRE1, (2) the C-terminal coiled-coil domain, and (3) the N-terminal MT-binding domain. The curves obtained showed very clearly that full-length MAPRE1 and its coiled-coil domain are recruited to FKBP12 in a compound-dependent manner, while the MT-binding domain showed no signs of ternary complex formation (Fig. 6 upper panel). This result validated SLF-1 as a ternary complex forming sample and demonstrated that recruitment of FKBP12 to MAPRE1 occurs via the coiled-coil domain and not via the MT-binding domain.
With the two enantiomeric building blocks in hand, we were able to synthesize the corresponding epimers from the hit sample SLF-1 with defined stereochemistry, R,S-SLF-1a with the R configuration at the 4-methylenepiperidine-2-carboxylic acid position and the S configuration at the Ala position and S,S-SLF-1d with the S configuration at the methylenepiperidine moiety and the S configuration at the second amino acid (Ala) (Fig. 8).
Retesting of the two macrocyclic epimers in the TR-FRET proximity assay showed that the observed recruitment activity is exclusively due to R,S-SLF-1a, although S,S-SLF-1d has the higher binary affinity to FKPB12 alone (30 nM) than R,S-SLF-1a (230 nM) (Fig. 6 lower part, Fig. 9).
R,S-SLF-1a was further investigated by native MS. In native MS experiments of FKBP12 with MAPRE1 only, both monomer and homodimer of MAPRE1 were observed, the homodimer being the primary species. Additionally, FKBP12 was observed as a monomer. There was no evidence of a ternary complex being formed in absence of R,S-SLF-1a.
Performing the same experiments but adding R,S-SLF-1a confirmed compound dependent ternary complex formation. Several bound species were observed in the native MS spectra. The first ligand bound species observed is between HIS-FKBP12 and the ligand, with a composition of 1 FKBP12 + 1 ligand. Additionally, two ternary complexes were confirmed: the first complex containing 1 FKBP12 + 1 ligand + MAPRE1 dimer as major product. The second complex observed was composed of 2 FKBP12 + 2 ligand + MAPRE1 dimer. These results show that the MAPRE1 homodimer can recruit an FKBP12 to each of its monomers, mediated by one molecule of R,S-SLF-1a at a time, leading to a 2
:
2
:
2 complex (Fig. 10).
Fig. 11(A) shows the NMR 15N-HSQC spectrum of MAPRE1 (100 μM, black), and of a 2
:
2
:
2 complex of 13C,15N-MAPRE1
:
R-SLF-1
:
FKBP12 (100 μM, red). It can be seen that many MAPRE1 signals are affected after addition of FKBP12 and R,S-SLF-1a. While some signals experience chemical shift changes (e.g. E213), most signals experience a strong reduction in signal intensity, essentially getting quenched upon addition of FKBP12 and R,S-SLF-1a. This is probably due to the significantly higher molecular weight and the anisotropic tumbling of the ternary complex. Selected resonance assignments from Kanaba et al. are added to the spectra in Fig. 11(A).
After the X-ray structure of the ternary complex was solved (see below), we could map the chemical shift and intensity changes onto the X-ray structure (B). As expected, they mainly cluster around the binding site of FKBP12:R,S-SLF-1a. However, several residues are not in direct contact with FKBP12 or R,S-SLF-1a (>5 A away) and still experience strong effects. These residues are allosterically affected by conformational changes induced by the binding of FKBP12:R,S-SLF-1a.
NMR is known for its unique ability to robustly detect weak affinities. We were thus intrigued to see whether weak intrinsic affinities exist for the respective binary complexes, i.e. between MAPRE1 and R,S-SLF-1a, and between MAPRE1 and FKBP12. The strong binding affinity between FKBP12 and R,S-SLF-1a was already known and not of interest for this investigation. Fig. 12 shows NMR 15N-HSQC spectra of MAPRE1 (black) and MAPRE1 in presence of R,S-SLF-1a (Fig. 12(A), red) and MAPRE1 in presence of FKBP12 (Fig. 12(B), red). While no chemical shift changes were observed in the latter case (indicating no intrinsic affinity for MAPRE1 and FKBP12), two MAPRE1 residues experience small but significant chemical shift changes upon addition of R,S-SLF-1a. Notably, these residues are E213 and Y247 which are in direct contact with R,S-SLF-1a in the crystal structure of the ternary complex, suggesting that the weak binding of R,S-SLF-1a to MAPRE1 in the absence of FKBP12 is specific and at the same site as in the ternary complex. Later, we could confirm this observation by binding studies to MAPRE1 using the spectral shift method.42
The macrocycle acts as a molecular glue, recruiting FKBP12 to MAPRE1 via previously-defined interactions between Y82 and I56 of FKBP12 to the diketo functionality and pipecolate moiety of R,S-SLF-1a's FKBP12 binding loop, respectively. The R,S-SLF-1a-FKBP12 complex results in the presentation of the macrocycle's opposite “effector” loop to the coiled-coil with a set of novel interactions to the 4-helix bundle of MAPRE1. The interactions are predominantly hydrophobic, with highly conserved EB1 family residues F218, Y217 and F216 of the coiled-coil working in conjunction with L221, L226, L246 and Y247 of the four-helix bundle, all complexed to the aliphatic loop of R,S-SLF-1a. This set of interactions results in the formation of a “hydrophobic core”, sandwiching the macrocycle between MAPRE1 and FKBP12. Direct interactions are seen between the two proteins. Specifically, H87 and main chain carbonyl of G86 from FKBP12's 80's loop forms a single water-mediated interaction with the side chains of E213 and R214 of MAPRE's coiled-coil (Fig. 13).
![]() | ||
Fig. 13 X-ray structure of the ternary complex FKBP12 : R,S-SLF-1a : MAPRE1 (2 : 2 : 2). R,S-SLF-1a acts as a molecular glue with a predominant hydrophobic interface bridging MAPRE1 and FKBP12. Limited protein–protein interactions flank the R,S-SLF-1a binding pocket. PDB code: 9CO5/DOI: https://doi.org/10.2210/pdb9co5/pdb. | ||
| Entry | Compound denotation | Stereochemistry at α-position of piperidine-2-carboxy amide | 4-Piperidine substitution and stereochemistry | Stereochemistry and substituent at α-position of amino acid | TR-FRET recruitment assay (%Amax) | TR-FRET binary FKBP12 binding (nM) | NanoBiT (%Amax) |
|---|---|---|---|---|---|---|---|
| 1 | R,S-SLF-1a | R | CH2 |
(S)-CH3 | 51 | 230 | 774 |
| 2 | R,R-SLF-1b | R | CH2 |
(R)-CH3 | 0 | 720 | 627 |
| 3 | S,R-SLF-1c | S | CH2 |
(R)-CH3 | 0 | 680 | 11 |
| 4 | S,S-SLF-1d | S | CH2 |
(S)-CH3 | 0 | 30 | 11 |
| 5 | R,S-SLF-2a | R | (R)-CH3 | (S)-CH3 | 0 | 140 | 177 |
| 6 | R,S-SLF-2b | R | (S)-CH3 | (S)-CH3 | 0 | 210 | Not done |
| 7 | R,S-SLF-3 | R | CH2 |
(S)-CH2CH3 | 93 | 370 | 987 |
| 8 | R,S-SLF-4a | R | CH2 |
(S)-CH(CH3)2 | 67 | 360 | 830 |
| 9 | S,S-SLF-4b | S | CH2 |
(S)-CH(CH3)2 | 0 | 300 | 20 |
| 10 | R,S-SLF-4c | R | CH2 |
(S)-CH2-cPropyl | 24 | 560 | 731 |
| 11 | R,S-SLF-5a | R | CH2 |
(S)-CH2CH2CH3 | 46 | 140 | 795 |
| 12 | S,S-SLF-5b | S | CH2 |
(S)-CH2CH2CH3 | 0 | 110 | 25 |
| 13 | R,S-SLF-6 | R | CH2 |
(S)-CH2OH | 255 | 540 | 1315 |
| 14 | R,S-SLF-7 | R | CH2 |
(S)-CH2NH2 | 45 | 1240 | 748 |
| 15 | R,S-SLF-8 | R | CH2 |
(S)-CH2CF3 | 27 | 610 | 777 |
| 16 | R,S-SLF-9 | R | CH2 |
(S)-CH2CH2OMe | 51 | 440 | 933 |
| 17 | R,--SLF-10 | R | CH2 |
–CH3, CH3 | 135 | 350 | 1024 |
| 18 | R,--SLF-11 | R | CH2 |
cPropyl | 350 | 610 | 1244 |
In order to assign the observed differences in Amax values to the corresponding changes in cooperativity α and/or to changes in the binary affinity of the corresponding glues to FKBP12 and/or MAPRE1, we performed an in-depth biophysical binding study, the results of which we publish simultaneously with this work.42 Furthermore, to rationalize the observed differences, and particularly the gain in potency for specific interactions in the ternary complex, which leads to an increase in measurable cooperativity, we have started an in-depth molecular dynamics study of the corresponding complexes. We will publish the results of this study in due course.
We choose the Amax values in both assays as a benchmark for comparison because the Amax values were expected to correlate with the concentration of ternary complex formed and thus – in absence of a strong binary target affinity – with cooperativity α, since cooperativity α determines the amount of ternary complex formed but not the concentration of ligand at which this occurs. Thus, a higher binary target and/or chaperone affinity shifts the formation of the ternary complex to lower required ligand concentrations, but may not necessarily reflect a change in cooperativity α.
To confirm that the NanoBiT assay is an accurate readout of the specific recruitment between MAPRE1 and FKBP12 by the respective glue molecules via the FKBP12 ligand pocket and not an artifact of a complex cellular environment, we designed a ligand competition experiment. By incubating the cells with a high concentration of a ligand with high affinity for FKBP12 but with no measurable glue recruitment activity toward MAPRE1, we should be able to out-compete the glue molecules for occupancy of the FKBP12 ligand pocket. We chose two FKBP12 ligands with which to do this experiment, neither of which measurably recruits MAPRE1 to FKBP12: S,S-SLF-1d (30 nM FKBP12 EC50, Table 1, entry 4) and Rapamycin (5 nM FKBP12 EC50, data not shown). By contrast, R,S-SLF-1a has a 230 nM FKBP12 EC50 (Table 1, entry 1). A dose response of the 12 MAPRE1 recruiting compounds with significant %Amax values (Table 1 and Fig. 16(B)) was repeated, but in presence of 80 μM of the competitive FKBP12 ligands S,S-SLF-1d or Rapamycin (or DMSO control), added to all doses of recruiting compounds (Fig. 16(D)). Both competitive but non-recruiting FKBP12 ligands abrogated the dose response signals for all 12 MAPRE1 recruiting compounds, whereas DMSO had no significant effect on recruitment. Interestingly, whereas Rapamycin was able to outcompete even the highest dose of all glue recruiters tested (20 μM), S,S-SLF-1d was not able to completely outcompete the highest dose of the more potent recruiting molecules, consistent with its ∼6-fold weaker affinity for FKBP12 relative to Rapamycin.
As far as the chaperone is concerned, FKBP12 was chose due to its attractive properties. Since it is found in all tissues of the body, it can in principle be used as a chaperone for any target, regardless of where it is located (except in cell nuclei). This property would allow generalization of this modality so that FKBP12 could be the workhorse for addressing many difficult intracellular targets. The high cellular concentration of FKBP12 (up to 1 μM, data not shown) thermodynamically drives the formation of binary chaperone-glue complexes, which are the species that recruit the target, resulting in a high concentration of the ternary complex formed for a given concentration of molecular glue. Depending on the target and the corresponding therapy, the high occurrence of FKBP12 throughout the body can also be a disadvantage, as this leads to large amounts of the molecular glue being buffered and retained throughout the body. To address this limitation, a chaperone would ideally be located only at the target site to which it is recruited by the molecular glue. This would lead to a selective accumulation of the glue in the target tissue and prevent its distribution throughout the body. The emerging development of RIPTACs is aimed precisely in this direction.44
Furthermore, a scaffold protein such as FKBP12, which by virtue of its function must have the ability to interact with many different native partners, may be inherently better suited to a role as a chaperone for multiple targets than a protein that has essentially only one native interaction partner. The use of cyclophilin or the hub protein 14-3-3, both of which also have many interaction partners, as chaperones could at least support this argument. The fact that FKBP12 selectively recruits mTor, calcineurin or CEP250 – depending on whether it is bound to rapamycin, FK506 or WDB002 – also suggests the potential of FKBP12 as a chaperone for other targets if a suitable molecular glue can be found.
For this reason, we exposed FKBP12 to 2500 different proteins and 50 macrocyclic FKBP12 ligands with differences in the recruitment loop, resulting in 125
000 combinations in one experiment. Molecular glues with a high cooperativity typically have very high recruitment selectivity, which means that structures that look similar behave very differently in the environment of a ternary complex. Selectivity, and therefore diversity, depends on the criteria applied, meaning that they are very different under different criteria applied.45 The fact that only one in 125
000 combinations was productive indicates the highly specific requirements for a productive interaction.
The original hit shows medium affinity for FKBP12 (230 nM), very low affinity for MAPRE1 (mM), while FKBP12 and MAPRE1 show no detectable affinity for each other. According to our classification, R,S-SLF-1a is therefore a type I molecular glue.15 However, the question of how subtle modifications at the 4-piperidine and the α position of 4-methylenepiperidine-2-carboxamide lead to different cooperativities remains unanswered. Furthermore, the question of what role the observed conformational change of the MAPRE1 recruitment loop in R,S-SLF-1a and related compounds plays in ternary complex formation requires a more detailed investigation of the structural dynamics. A corresponding study is in progress and the results will be reported in due course.
:
2
:
2 complex) in a compound-dependent manner. Identifying the required stereochemistry from the hit mixture of diastereomers yielded the active epimer (R,S-SLF-1a). The corresponding ternary complex was characterized by TR-FRET proximity assay and native MS spectroscopy. Insights into the 3D structure of the ternary complex were obtained by 2D protein NMR spectroscopy and finally an X-ray structure of the corresponding FKBP12:R,S-SLF-1a:MAPRE1 ternary complex. R,S-SLF-1a showed only a very weak affinity to the recruited target MAPRE1, which in turn also showed no signs of intrinsic affinity to the chaperone protein FKBP12, i.e. the free energy of ternary complex formation originates from considerable cooperativity α. The results of an extensive study allowed the quantification of the cooperativity α of several of the reported compounds and is discussed in a separate publication.42
A comparison of R,S-SLF-1a bound only to FKBP12 with that bound in the ternary complex shows that the macrocyclic scaffold undergoes a significant conformational change when the ternary is formed from the binary complex.
The synthesis of a small series of analogs of R,S-SLF-1a showed a very high specificity for the ternary complex forming molecular glues. In particular, any change in the stereochemistry of the scaffold immediately led to a complete loss of activity. The X-ray structure of the ternary complex could be used to improve the initial Amax value in the TR-FRET proximity assay by modifying the L-Ala position from 51% (R,S-SLF-1a) to 350% (R,--SLF-11). Despite many other synthesized compounds (not shown in this work), further optimization was not possible, although the X-structure provided a strong rationale for capturing further interactions. This leads us to the conclusion that further optimization requires the inclusion of the molecular dynamics of the entire ternary complex. Corresponding work is the subject of a manuscript in preparation.
Footnotes |
| † Electronic supplementary information (ESI) available. CCDC 2372678 and 2372681. For ESI and crystallographic data in CIF or other electronic format see DOI: https://doi.org/10.1039/d4cb00279b |
| ‡ Equal contributors. |
| This journal is © The Royal Society of Chemistry 2025 |