Jenny Desantis‡
a,
Andrea Mammoli‡
b,
Michela Eleuteri
a,
Alice Coletti§
b,
Federico Croci
a,
Antonio Macchiarulob and
Laura Goracci
*a
aDepartment of Chemistry, Biology, and Biotechnology, University of Perugia, Via Elce di Sotto 8, 06123 Perugia, Italy. E-mail: laura.goracci@unipg.it
bDepartment of Pharmaceutical Sciences, University of Perugia, Via del Liceo 1, 06123 Perugia, Italy
First published on 9th August 2022
Proteolysis targeting chimeras (PROTACs) represent an emerging class of compounds for innovative therapeutic application. Their bifunctional nature induces the formation of a ternary complex (target protein/PROTAC/E3 ligase) which allows target protein ubiquitination and subsequent proteasomal-dependent degradation. To date, despite great efforts being made to improve their biological efficacy PROTACs rational design still represents a challenging task, above all for the modulation of their physicochemical and pharmacokinetics properties. Considering the pivotal role played by the linker moiety, recently the insertion of a piperazine moiety into the PROTAC linker has been widely used, as this ring can in principle improve rigidity and increase solubility upon protonation. Nevertheless, the pKa of the piperazine ring is significantly affected by the chemical groups located nearby, and slight modifications in the linker could eliminate the desired effect. In the present study, the pKa values of a dataset of synthesized small molecule compounds including PROTACs and their precursors have been evaluated in order to highlight how a fine modulation of piperazine-containing linkers can impact the protonation state of these molecules or similar heterobifunctional ones. Finally, the possibility of predicting the trend through in silico approaches was also evaluated.
Despite the increasing interest on PROTACs PK properties, we noticed that to date the experimental determination of the ionization constant (pKa) of PROTACs was reported on just one paper and for a small dataset of degraders.30 As known, the protonation state of a molecule is pivotal for pharmaceutical and medicinal research since it influences a large number of properties (pH-dependent solubility, lipophilicity, permeability, and stability) that in turn has a significant impact on ADME.32–34 Despite the hetero-bifunctional nature of PROTACs implies that ionizable centers can be present in each of the three moieties (POI ligand, linker and E3 ligase ligand), we were intrigued by noticing that a general growing trend to improve PROTACs solubility is now to act on the linker by introducing saturated heterocycles bearing a basic center, such as piperidine or piperazine rings, which belong to the classification of rigid linkers used for PROTACs design (Fig. 1).5,6,35 While the insertion of a piperidine or a piperazine in the PROTAC linker has been associated to a potential improved activity due to the increased rigidity,6 another natural effect relies in the insertion of a protonable amino group. Therefore, piperazine containing linkers present the advantage of potentially favoring solubility. However, according to the open-access database collecting PROTACs information (PROTAC-DB) (Fig. 1), these heterocycles are variably connected to the additional part of the linker moiety, and it is well known that the pKa of an acid or a basic center in a molecule is strongly affected by neighboring groups.32,36,37
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Fig. 1 Classification of most common linkers used in PROTAC design based on available structures deposited in PROTAC-DB31 collection accessed on Feb 2022 (left panel) and overview of piperazine-containing motifs used among rigid linkers (right panel). Percentages below piperazine structures indicate their relative abundance on the total on 2258 PROTACs collected in PROTAC-DB database. |
In this study, we aimed on shed light on how the protonation state of piperazine moieties used in PROTACs's linkers can be modulated by the structural environment, as Morgenthaler et al. have already provided examples that neighboring groups of nitrogen-containing functional groups can significantly affect the pKa.32 In other words, in this study we desired to answer the following question: to which extent can one modulate the protonation state of a piperazine by modifying the length, the nature, and the anchoring groups in a PROTAC's linker? For this purpose, we designed, collected and synthesized a focused set of piperazine-decorated PROTAC derivatives or precursors, and their pKa were experimentally measured. Our observations led to the definition of general trends that could be easily applied and exploited in PROTACs design and optimization as well as in the development of different heterobifunctional compounds, such as molecular glues, ADC, and dual-inhibitors among others.
First, the pKa values of piperazine and a small set of common substituted piperazines was measured and obtained values displayed a good match with literature ones when available (Table 1). This preliminary analysis represented a starting point to summarize a number of known chemical effects that modulate piperazine basicity. In particular, the methylation of one or both piperazine nitrogens (1-methylpiperazine and 1,4-dimethylpiperazine, respectively; going from secondary to tertiary amino groups) reduces the measured highest pKa value, with ΔpKa of 0.5 or 1.6, respectively, according to our in-house data. Therefore, since piperazines used in PROTACs linkers must be di-alkylated and not monoalkylated by nature, one could consider that the real reference pKa associated to the most basic center for linkers bearing disubstituted piperazines is about 8 (corresponding to 1,4-dimethylpiperazine). Indeed, elongating the aliphatic chain should have limited effect, also supported by the almost identical pKa values for 1-methylpiperazine and 1-ethylpiperazine (Table 1). In terms of percentage of protonated species, the alkylation of the nitrogen atoms in the piperazine ring drops this value from ≈98.5% to ≈78% at pH = 7.5. In addition, as shown in Fig. 1, the piperazine ring in PROTACs linkers is in some cases embedded by one or two amide bonds to the additional linker moiety or to the PROTAC warhead. Recently, we showed as linking a piperazine ring by an amide bond might be also a good strategy to improve metabolic stability, as it prevents N-dealkylation reactions.24 Thus, considering 1-acetyl-4-methylpiperazine as reference, it is noteworthy that the acetylation of one nitrogen atom not only leads to measuring only a single pKa value (associated with the only basic center in the ring) but also reduces the measured pKa value up to 7.06, due to its electron-withdrawing character. As a result, for 1-acetyl-4-methylpiperazine the neutral form results the most abundant species (73.4%) at pH 7.5. Although for the pKa of 1-acetyl-4-methylpiperazine we could not find a confirmation by literature comparison, the measured value well correlates with further data reported in Table 1. In addition, for both pairs 1-methylpiperazine/1,4-dimethylpiperazine and 1-acetylpiperazine/1-acetyl-4-methylpiperazine methylation of the piperazine nitrogen lowered pKa value with the same ΔpKa of 1. This known physicochemical modulation of basic piperazines can be an important task to be considered also in the design and selection of PROTACs linkers.
Compound | Structure | Experimental pKaa | R2 | Literature pKa | Reference | % protonation state at pH = 7.5b |
---|---|---|---|---|---|---|
a Mean ± standard deviation of no. 3 experiments.b P: single protonation state, DP: double protonation state; NI: not-ionized state. | ||||||
Piperazine | ![]() |
9.67 ± 0.05 | 0.9944 | 9.73 ± 0.02 | Khalili et al.42 | P: 98.48 |
5.44 ± 0.03 | 0.9901 | 5.35 ± 0.04 | DP: 0.86 | |||
NI: 0.67 | ||||||
1-Methylpiperazine | ![]() |
9.16 ± 0.00 | 1.0000 | 9.14 ± 0.03 | Khalili et al.42 | P: 97.55 |
5.01 ± 0.02 | 0.9995 | 4.63 ± 0.03 | DP: 2.13 | |||
NI: 0.32 | ||||||
1-Ethylpiperazine | ![]() |
9.15 ± 0.02 | 0.9988 | 9.20 ± 0.02 | Khalili et al.42 | P: 97.48 |
5.04 ± 0.03 | 0.9983 | 4.76 ± 0.04 | DP: 2.18 | |||
NI: 0.34 | ||||||
1,4-Dimethylpiperazine | ![]() |
8.06 ± 0.01 | 0.9997 | 8.38 ± 0.01 | Khalili et al.42 | P: 78.38 |
4.06 ± 0.09 | 0.9846 | 3.81 ± 0.03 | DP: 0.02 | |||
NI: 21.59 | ||||||
1-Acetyl-piperazine | ![]() |
8.05 ± 0.02 | 0.9989 | 7.9 | Morgenthaler et al.32 | P: 78.01 |
NI: 21.99 | ||||||
1-Acetyl-4-methylpiperazine | ![]() |
7.06 ± 0.00 | 1.0000 | — | — | P: 26.64 |
NI: 73.36 |
After having defined and discussed the modulation of pKa in reference substituted piperazines (Table 1), we measured the pKa for a total of 28 compounds, including 17 precursors (Table 2) and 11 PROTACs (Table 3). The reason for testing precursors bearing piperazine-containing linker moieties was to better evaluate the effect of neighbor groups on pKa from the simplest molecules to the final PROTACs. The experimental evaluation of pKa values of the piperazine-containing compounds analyzed in the present work (Tables 2 and 3) led to achieve interesting insights.
Structure | Compound | R1 | Experimental pKa (R2)a | % protonation state at pH = 7.5b |
---|---|---|---|---|
a Mean ± standard deviation of no. 3 experiments.b NI: not-ionized state; P: single protonation state, DP: double protonation state. | ||||
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1 | A | 2.03 ± 0.18 (0.76) | NI: 74.41 |
6.94 ± 0.08 (0.99) | P: 21.59 | |||
“ | 2 | B | 7.14 ± 0.02 (0.99) | NI: 69.61 |
P: 30.39 | ||||
“ | 3 | C | 6.77 ± 0.01 (1.00) | NI: 84.30 |
P: 15.70 | ||||
“ | 4 | D | 6.93 ± 0.03 (0.99) | NI: 78.79 |
P: 21.20 | ||||
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5 | B | 4.91 ± 0.14 (0.97) | NI: 99.74 |
P: 0.26 | ||||
“ | 6 | C | 4.48 ± 0.06 (1.00) | NI: 99.90 |
P: 0.01 | ||||
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7 | C | 5.98 ± 0.01 (1.00) | NI: 97.07 |
P: 2.93 | ||||
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8 | A | 2.70 ± 0.19 (0.89) | NI: 99.71 |
4.97 ± 0.03 (0.99) | P: 0.29 | |||
“ | 9 | D | 5.35 ± 0.04 (0.99) | NI: 96.17 |
P: 3.83 | ||||
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10 | D | 4.50 ± 0.06 (0.99) | NI: 99.9 |
P: 0.01 | ||||
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11 | B | 6.47 ± 0.02 (0.99) | NI: 91.46 |
P: 8.54 | ||||
“ | 12 | D | 5.98 ± 0.05 (0.99) | NI: 97.07 |
P: 2.93 | ||||
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13 | D | 6.75 ± 0.03 (0.99) | NI: 84.90 |
P: 15.09 | ||||
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14 | D | 7.07 ± 0.05 (0.99) | NI: 72.91 |
P: 27.09 | ||||
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15 | D | 7.41 ± 0.08 (0.99) | NI: 55.16 |
P: 44.84 | ||||
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16 | D | 5.61 ± 0.00 (1.00) | NI: 98.73 |
P: 1.27 | ||||
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17 | D | 6.75 ± 0.14 (0.97) | NI: 84.90 |
P: 15.10 |
Structure | Compound | R1 | R2 | Experimental pKa (R2)a | % protonation state at pH = 7.5b |
---|---|---|---|---|---|
a Mean ± standard deviation of no. 3 experiments.b NI: not-ionized state; P: single protonation state, DP: double protonation state. | |||||
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PROTAC-1 | B | ![]() |
5.29 ± 0.03 (0.99) | NI: 99.39 |
P: 0.62 | |||||
PROTAC-2 | C | “ | 3.22 ± 0.07 (1.00) | NI: 99.58 | |
5.12 ± 0.01 (1.00) | P: 0.41 | ||||
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PROTAC-3 | B | “ | 2.32 ± 0.03 (0.98) | NI: 99.89 |
4.53 ± 0.08 (0.99) | P: 0.11 | ||||
PROTAC-4 | D | “ | 5.36 ± 0.19 (0.98) | NI: 99.28 | |
P: 0.72 | |||||
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PROTAC-5 | B | “ | 2.51 ± 0.20 (0.80) | NI: 96.17 |
6.10 ± 0.06 (0.99) | P: 3.83 | ||||
PROTAC-6 | D | “ | 2.26 ± 0.02 (0.98) | NI: 98.33 | |
5.73 ± 0.04 (0.99) | P: 1.77 | ||||
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PROTAC-7 | D | “ | 2.56 ± 0.07 (0.92) | NI: 97.66 |
5.88 ± 0.13 (0.97) | P: 2.34 | ||||
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PROTAC-8 | D | ![]() |
3.94 ± 0.00 (1.00) | NI: 32.86 |
7.81 ± 0.04 (0.99) | P: 67.11 | ||||
DP: 0.02 | |||||
PROTAC-9 | B | ![]() |
4.69 ± 0.14 (0.98) | NI: 24.85 | |
7.98 ± 0.03 (0.99) | P: 75.04 | ||||
DP: 0.11 | |||||
![]() |
PROTAC-10 | D | ![]() |
2.74 ± 0.12 (0.96) | NI: 94.44 |
6.27 ± 0.04 (0.99) | P: 5.56 | ||||
![]() |
PROTAC-11 | D | ![]() |
3.19 ± 0.11 (0.94) | NI: 51.72 |
7.47 ± 0.09 (0.97) | P: 48.27 | ||||
DP: 0.0023 |
First, to gradually evaluate the increase in structure complexity, compounds containing carbonyl–piperazine–alkyl moiety were first synthesized by linking variably N-substituted piperazine rings to four POI ligands through an amide linkage (compounds 1–7, Table 2). As it could be hypothesized, we confirmed that the POI ligand plays a neglected role on pKa modulation, with measured pKa values (6.77–7.14) very similar to the one of 1-acetyl-4-methylpiperazine (7.06) when the second nitrogen is substituted with a methyl group (compounds 1–4). Among them, compound 3 displayed a slight lower pKa value (6.77), possibly due to the fluorine atom nearby the amide bond. Since we are discussing protonation states at physiological pH of 7.5, even minor changes of pKa induce a significant effect in the % of the protonation state, as shown in Table 2 for compounds 1–4. When the methyl group is replaced by an electron-withdrawing groups as neighbors of the basic nitrogen in the carbonyl–piperazine–alkyl moiety, the pKa significantly decreases, with the alkyne moiety reducing pKa of about 2 units (4.91 and 4.48, compounds 5 and 6, respectively). In the case of a benzyl group instead (compound 7), the pKa results to be slightly higher compared with substitution with the alkyne moiety. The lowering effects observed for compounds 5–7 represented an important point, as when click chemistry is applied on the alkyne moiety to build an aromatic triazole ring next to the piperazine-containing linker, the final triazole ring was expected to hamper the protonation of the piperazine. To confirm the lowering effect on the piperazine's pKa also in PROTAC molecules in the presence of a neighbor triazole ring, PROTAC-1 and PROTAC-2 were tested (Table 3), and a good agreement with compounds 5–7 was found (99.39/99.58% and 97.07–99.90% deprotonation state at pH = 7.5, respectively).
Alternatively to click chemistry, PROTACs synthesis often implies the use of a second amide linkage to connect the linker to the E3 ligase ligand (Fig. 1). Since the linker length is pivotal for the formation of an efficient ternary complex and for modulation of activity, a linear aliphatic chain can be used to tailor the second amide group at variable distance from the piperazine. But how does this distance affect the pKa of piperazine? To answer this question, precursors generated by combining the four POI ligands with piperazines containing a carbonyl group located from 1 to 6 methylene units of distance were synthesized through amidation reaction, and their experimental pKa values were compared with the corresponding PROTAC molecules (compounds 8–15 vs. PROTACs 3/4/5/6 in Tables 2 and 3, respectively). To facilitate the trend analysis, Fig. 3 graphically shows the pKa values for each compound of the series (precursors and whole PROTACs) as well as the average pKa value according to the methylene numbers and the ΔpKa value associated with each methylene insertion. Again, precursors and PROTAC molecules behave similarly in terms of measured pKa (compare compound 9 with and PROTAC-4, compound 11 with and PROTAC-5, compound 12 with and PROTAC-6, Fig. 3a), indicating that in case of low solubility of PROTACs the effect of the linker to the final pKa can be easily estimated by eventually measuring intermediates or smaller analogues. In addition, Fig. 3b indicates that basicity of the piperazine nitrogen reach a maximum when the second carbonyl group is located at least at three methylene units of distance (compound 13). For longer aliphatic chains, the gain of basicity is very low, while the increased hydrophobicity could further reduce the solubility of the compound. These pKa variations are associated with a significant change in the protonation state of the molecules at physiological pH. For example, for compounds 8–15 in Table 2, the calculated percentage of the ionization form at pH 7.5 range from 0% to almost 45%. As an example, by observing the behavior for compounds 10, 14 and 15, which are three small molecules in our dataset in which the linker is attached to the same indomethacin warhead and characterized by the presence of one, four or six methylene units, respectively, the percentage of protonated form at pH = 7.5 goes from 0.01% for compound 10 to 27% and 44.8% for 14 and 15. As expected, when the number of methylene units is kept and the carbonyl group belongs to an inverted amide moiety, the resulting pKa variation is practically identical. In particular, this is observed in compound 16 and PROTAC-7 (5.61 and 5.88, respectively) compared to compound 12 and PROTAC-6 (5.98 and 5.73, respectively).
Interestingly, an optimal linker in terms of maximizing the piperazine basicity could be the one used in PROTAC-8 and PROTAC-9 entailing an alkyl–piperazine–alkyl moiety, reaching measured pKa values for the most basic center of 7.81 and 7.98, respectively, and about 70% of protonated species at physiological pH.
Finally, the use of PEG moieties linked to the piperazine was also analyzed. In particular, compound 17 and PROTAC-10 were characterized by a carbonyl–piperazine–PEG moiety. By comparing the pKa for these compounds (6.75 and 6.27, respectively) with those for compounds 11, 12, PROTAC-5 and PROTAC-6 (in the range 5.62–6.10), it can be highlighted that the oxygen of the ether function, naturally positioned at two methylene units from the basic nitrogen of the piperazine, is less effective than acetyl/amide group in lowering the pKa. To note, similarly to the alkyl–piperazine–alkyl moiety of PROTAC-8 and PROTAC-9, a good option could be to include an alkyl–piperazine–PEG moiety as in PROTAC-11, in which one of the two nitrogen atoms in the piperazine is connected to a PEG linker, while the other is located two methylene units far from an amide group. Indeed, in this case, the latter nitrogen will be the most basic and thus will be protonated; as a result, while in PROTAC-10 the percentage of positively charged species was about 5% at pH = 7.5, in PROTAC-11 it increases up to about 48%.
First, to answer our original question we proved that the basicity of piperazine in PROTAC linker can significantly vary, with pKa values ranging from 4.5 to 8, depending on the linker design. As a result, changes in protonation state highly affected the percentage of protonated species for our dataset, ranging from 0.1 to 75%. Therefore, a large attention should be devoted to modulating the neighbour chemical groups to optimize pKa to the desired value.
The link of piperazine through an amide bond lowers the pKa value of 1 unit compared to 1,4-dimethylpiperazine, while using a click chemistry approach the formed triazole ring decreases pKa of almost 3 pKa units. Therefore, the latter strategy of linker synthesis should be avoided when piperazine is added to increase solubility by protonation.
The elongation of the aliphatic chain bound to the piperazine in compounds 8–15 and PROTACs 3/4/5/6 has highlighted that the detrimental effect on pKa of a carbonyl moiety, usually needed to join the linker to one of the ligands, can be drastically reduced when four or more methylene units separate it from the basic nitrogen of piperazine. Another strategy exploited to increase PROTAC solubility is the use of PEG linkers. We proved that the oxygen of the ether function is less effective than acetyl/amide group in lowering the pKa and a combination of piperazine + PEG linkers could be a good strategy to have a more polar and partially protonated compound. Among all the representative piperazine-containing linker moieties studied in this work, the alkyl–piperazine–alkyl moiety in PROTAC-8 and PROTAC-9 stood out as the best one in maximizing the piperazine basicity, permitting to reach high protonation of compounds at physiological pH. Finally, contrarily to what reported for LogP, whose in silico prediction for PROTACs were considered not reliable, our test with the MoKa software showed that pKa prediction for piperazines embedded in PROTACs structure is efficient, and can be used for drug design purposes. This study centred on the physicochemical properties of PROTACs bearing piperazine-containing linkers could represent the first step for future studies on interpreting PROTACs PK at a molecular level.
Footnotes |
† Electronic supplementary information (ESI) available: Chemical structures of compounds 1–17 and PROTAC-1/11 are reported in Tables S1 and S2, respectively; synthesis and characterization details, along with 1H and 13C NMR spectra and HRMS spectra of compounds 1–17 and PROTAC-1/11 are reported. See https://doi.org/10.1039/d2ra03761k |
‡ Equal contribution. |
§ Present affiliation: Department of Medicine and Surgery, University of Perugia, Polo Unico Sant'Andrea delle Fratte, Perugia, Italy. |
This journal is © The Royal Society of Chemistry 2022 |