Annia Galano*
Departamento de Química, Universidad Autónoma Metropolitana-Iztapalapa, San Rafael Atlixco 186, Col. Vicentina. Iztapalapa, C. P. 09340, México D. F, Mexico. E-mail: agalano@prodigy.net.mx; agal@xanum.uam.mx
First published on 22nd February 2016
A set of 19 melatonin analogues, intended to be better antioxidants than the parent molecule, have been computationally designed. Eight of them were planned to have good primary antioxidant capacity (AOC), i.e., being good free radical scavengers. Seven of them were designed for their secondary AOC, being able to inhibit ˙OH production by acting as metal ion chelators. Based on their predicted behavior for the intended functions, four multifunctional melatonin analogues were proposed. They were found to be among the best peroxyl radical scavengers identified so far, in aqueous solution, at physiological pH. They were also found to be capable of turning off Cu(II) reduction by O2˙− and Asc−, thus fully inhibiting the associated ˙OH production. Two of them, namely the IIcD and IbG analogues, were identified as the ones with the best multifunctional AOC. They both fulfill the Lipinski's and Ghose's rules for orally active drugs. However, IIcD has been chosen as the best prospect for possible application based on potential toxicity and synthetic accessibility estimations. Hopefully, these results might provide motivation for further investigations on the subject, and the synthesis of this compound, so its potential role as protector against oxidative stress – and the associated health issues – could be experimentally confirmed or refuted.
Among such protectors, melatonin (N-acetyl-5-methoxytryptamine) has been proven to be particularly efficient.7–9 There are many reasons for that. The toxicity of melatonin is very low.10 Because of its size, high solubility in lipids and partial solubility in water, melatonin can cross physiologic barriers.11,12 Its protection against OS does not decrease after been metabolized since its metabolites also exhibit antioxidant capacity (AOC).13–15 The combined AOC of melatonin and its metabolites, which is frequently referred to as a cascade-like protection,16,17 implies that melatonin is able to deactivate several equivalents of oxidants. Such complex AOC can involve both primary AOC, via free radical scavenging processes, and secondary AOC through metal chelation.18 Moreover, it has been proposed that this family of compounds acts in a “task-division” way, with some members of the family being particularly efficient as free radical scavengers, and others mainly behaving as metal chelators.19
Inspired by the many appealing characteristics of melatonin, several attempts have been made to produce synthetic analogues with improved properties as antioxidants, but also for other purposes.13,20 This strategy relies on changing the groups in the different modifiable sites of the indole ring (Scheme 1). For example several melatonin analogous have been produced by incorporating pristine and substituted benzoyl and phenyl groups at site R1.21–23 It was found that some of them display better anxiolytic, anticonvulsant and sedative actions than melatonin. Benzoyl-melatonin, and also acetyl-melatonin, have also been found to possess enhanced anti-inflammatory effects with respect to the parent molecule.24 In addition, they have been suggested to have substantial antioxidant ability.25
Various sulfhydryl-containing melatonin derivatives have been synthesized and tested as antioxidants.26 The compounds conjugating a free sulfhydryl moiety in R7, showed improved antioxidant properties. In particular a cysteinyl-conjugated derivative was proposed as suitable for developing antioxidants species. Melatonin retinamide derivatives,27 indole-3-propionamides,28 2-phenylindole derivatives,29 and N-methylindole analogues of hydrazide/hydrazone melatonin derivatives30 have been found to inhibit lipid peroxidation. In particular, chloroindole hydrazide/hydrazone derivatives have shown significant free radical scavenging activity.31 In addition, it has been reported that the lack of a methoxy group in R3 (Scheme 1) does not significantly affect the antioxidant capacity of the melatonin derivatives.30 Several melatonin analogues with modifications in the methoxy and acylaminoethyl groups were identified as better antioxidants than melatonin itself.32 Recently, a large set of indole amino acid derivatives have been synthesized, and found to be similar to melatonin in their DPPH scavenging activity, but better than the parent molecule for inhibiting lipid peroxidation.33
Accordingly, the data gathered so far strongly indicate that melatonin analogues are very promising molecules as antioxidants. In the present work a large set of new derivatives was tested for that purpose. Their design was based on structural modifications intended to increase both the primary and secondary AOC, with respect to melatonin. In this sense they are expected to be more efficient than other melatonin derivatives that mainly present only one of these AOC, most likely free radical scavenging activity. The activity of the tested compounds was compared with those of other known antioxidants. In all the cases the group in R7 was kept identical to that of melatonin (Scheme 1). For the primary AOC, different numbers and positions of OH groups were used as substituents in sites R4 to R6. This strategy was thought based on the fact that phenolic compounds are usually very efficient free radical scavengers. In fact, some hydroxylated melatonin metabolites have been proposed as very efficient for that purpose.19 For the secondary AOC, different groups containing N and O atoms were tested in sites R1 and R2, in such a way that their location promotes metal chelation. The compounds with the highest antioxidant activity were identified and proposed as potential candidates to be implemented as protectors against OS.
Local minima and transition states were identified by the number of imaginary frequencies (0 or 1, respectively). In the case of the transition states, intrinsic coordinate calculations (IRC) were performed to verify that the imaginary frequency corresponds to the proper motion along the reaction coordinate. Unrestricted calculations were used for open shell systems. Thermodynamic corrections at 298.15 K were included in the calculation of relative energies.
HA + Ref− ↔ A− + HRef |
![]() | (1) |
For this method to be reliable there are two key factors to keep in mind. HRef should be structurally similar to the system of interest, and its experimental pKa should be known.
The values of the total rate coefficients for the HT reactions (kHTtot) were calculated as the sum of each HT reaction path:
![]() | (2) |
The overall rate coefficients (koverall) were calculated using the molar fractions of the acid–base species involved in each chemical route, i.e., the neutral phenol for HT and the phenolate anion for SPLET, at the pH of interest:
koverall = MfneutralkHTtot + MfanionkSPLET | (3) |
However, the ˙OOH radical is also involved in an acid–base equilibrium, with a pKa = 4.8. Therefore, in aqueous solution at pH = 7.4, the ˙OOH molar fraction is only 0.0025. Thus, to reproduce experimental rate constants of reactions involving this radical, under such conditions, this aspect must be considered. Accordingly, the rate coefficients that can be directly compared with the experiments are:
k′overall = Mf˙OOHkoverall | (4) |
The percent contributions of each reaction mechanism was then estimated as:
![]() | (5) |
![]() | (6) |
In addition, since several of the calculated rate constants (k) are close to the diffusion-limit, the apparent rate constant (kapp) cannot be directly obtained from TST calculations. The Collins–Kimball theory is used to that purpose,49 in conjunction with the steady-state Smoluchowski50 rate constant for an irreversible bimolecular diffusion-controlled reaction, and the Stokes–Einstein51,52 approaches for the diffusion coefficient of the reactants. These computational details are in line with the quantum mechanics based test for overall free radical scavenging activity (QM-ORSA) protocol,53 which has been validated by comparison with experimental results; its uncertainties have been proven to be no larger than those arising from experiments.53
Cu(H2O)42+ + HnL ⇌ Cu(Hn−1L)(H2O)21+ + 2H2O + H+ |
Since it involves deprotonation, the CDCM mechanism is influenced by the pH. Under the conditions of interest in this work, i.e., physiological pH (pH = 7.4), it is possible to define a conditional Gibbs energy of reaction (ΔG′) that can be calculated, at each particular pH, according to:
ΔG′ = ΔG0 − 2.303RT(pH) | (7) |
In addition, as shown in the above equilibrium, copper ions were modeled coordinated to water molecules in a near square-planar geometry, which has been previously demonstrated as the most likely one.58,59 This model is more adequate to represent “free” copper under physiological conditions than the “naked” ion, since charged species are expected to be hydrated in the aqueous phase. For consistency purposes, the hydrated Cu(I) ions were modeled also with four explicit water molecules, albeit in this case the linear two-coordinate configuration is preferred.60–62 Thus, in this model Cu(I) is coordinated to two water molecules, and the other two are solvating the system.
For calculating the reduction potential (E0) of Cu(II) a strategy similar to that proposed by Fu et al.63 has been used. It consist on calculate:
![]() | (8) |
ΔG0 = G(oxidized form) − G(reduced form) − 4.44 | (9) |
The last term in eqn (9) is to express the data referred to the normal hydrogen electrode (NHE). The E0Cu(II)/Cu(I) value calculated this way deviates from the experimental value (E0Cu(II)/Cu(I) = 0.16 eV) by 0.52 eV. Thus this difference has been used to correct the values reported in Table 4, in such a way that the experimental E0Cu(II)/Cu(I) value is reproduced.
On the other hand, the Toxicity Estimation Software Tool (T.E.S.T.), version 4.1, has been used to make predictions on the potential toxicity of the investigated compounds. This program estimates several descriptors using quantitative structure activity relationships (QSAR) predictions. They are intended to be used for screening untested compounds. The toxicity descriptors used in this work are:
- LD50: amount of chemical (mg kg−1) body weight that causes 50% of rats to die after oral ingestion.
- M: known as Ames mutagenicity. A chemical is positive if it induces revertant colony growth in any strain of Salmonella typhimurium.
- LCF50: concentration of the chemical (mg L−1), in water, that causes 50% of fathead minnow to die after 96 hours.
- LCD50: concentration of the chemical (mg L−1), in water, that causes 50% of Daphnia magna to die after 48 hours.
- IGC50: concentration of the chemical (mg L−1), in water, that causes 50% growth inhibition to Tetrahymena pyriformis after 48 hours.
In this work the toxicity descriptors were computed using the consensus method, which makes toxicity predictions using the simple average of the toxicities predicted from several QSAR methodologies, taking into account the applicability domain of each of them.66 The consensus method usually provides higher prediction accuracy and coverage than other methodologies.
![]() | ||
Scheme 2 Test set 1 of melatonin analogues, which are designed mainly for primary antioxidant activity (R1 = R2 = –H). Melatonin and N-acetylserotonin (NAS) are presented as reference compounds. |
The first working test set can be divided in mono-phenolic (Ia, Ib, Ic), di-phenolic (IIa, IIb, IIc), and tri-phenolic (IIIa, IIIb) indoles. In the di-phenolic and tri-phenolic species the OH group are located in such a way that they correspond to catechol and pyrogallol-like molecules. This is because such configurations are expected to be better for scavenging free radicals than the alternative ones, i.e., with multiple OH located in non-neighboring sites.
On the other hand, a molecular framework, usually referred to as M1 (Scheme 3), has been proposed as crucial for promoting metal chelation with antioxidant implications.67 Moreover, it has been suggested that compounds with such structural feature can be considered as potentially therapeutic for the Alzheimer's disease.67 Accordingly, seven melatonin analogues have been designed to present similar chemical frameworks, in the sense that they have a N and an O atoms located in such a way that they allow the molecule to act as a bi-dentate ligand (test set 2, Scheme 4).
![]() | ||
Scheme 3 Structure of chelating framework M1, and some representative examples of chemical compounds presenting this structural feature. |
![]() | ||
Scheme 4 Test set 2 of melatonin analogues, which are designed mainly for secondary antioxidant activity (R1 = R3 = R4 = R5 = R6 = –H). |
After analyzing the results obtained for test sets 1 and 2, the structural features identified as most promising were combined in a third set of melatonin analogues. They are four compounds (test set 3, Scheme 5) and are intended to efficiently perform as multifunctional antioxidants, i.e. with both primary and secondary antioxidant activities. A more detailed discussion on how these species were chosen is provided in the following sections.
![]() | ||
Scheme 5 Test set 3 of melatonin analogues which are designed for both primary and secondary antioxidant activities (R1 = R3 = R6 = –H). |
Both, the phenolic moieties for primary AOC and frameworks similar to M1 for secondary AOC, are investigated in this work for the first time in melatonin synthetic derivatives. These structural features have been chosen based on previous evidence regarding the AOC of unrelated compounds and have been intentionally combined in the pursuit of an efficient multifunctional antioxidant. The search of previous synthetic melatonin derivatives has been mainly focused on obtaining compounds with electron-enriched indole rings. They are expected to have increased primary AOC via electron transfer reactions from the antioxidant to the radical. On the contrary, the compounds presented here are designed to behave as multi-tasking antioxidants.
Therefore the first phenolic pKa of the hydroxylated melatonin analogues studied in this work have been estimated. The chemical compounds used as HRef, the calculated first pKa values, and the corresponding molar fractions for the neutral and mono-anionic species (Mfneutral, Mfanion) at physiological pH are reported in Table 1 for each of the tested phenolic melatonin analogs.
pKa | DP | HRef | Mfneutral | Mfanion | |
---|---|---|---|---|---|
Ia | 10.9 | Phenol | ∼1.000 | <0.001 | |
Ib | 8.9 | Phenol | 0.972 | 0.028 | |
Ic | 10.1 | Phenol | 0.998 | 0.002 | |
IIa | 10.2 | R4 | Catechol | 0.998 | 0.002 |
IIb | 10.3 | R6 | Catechol | 0.998 | 0.002 |
IIc | 9.5 | R5 | Catechol | 0.992 | 0.008 |
IIIa | 9.4 | R5 | Pyrogallol | 0.991 | 0.009 |
IIIb | 11.2 | R3 | Pyrogallol | ∼1.000 | <0.001 |
IbD | 8.0 | Phenol | 0.806 | 0.194 | |
IbG | 7.2 | Phenol | 0.378 | 0.622 | |
IIcD | 7.9 | R5 | Catechol | 0.744 | 0.256 |
IIcG | 7.7 | R5 | Catechol | 0.648 | 0.352 |
It should be noted that there are several values of pKa reported for the used HRef, i.e., phenol, catechol and pyrogallol (Table 2). The ones used in eqn (2) correspond to the average of all the previously reported ones. In addition, for di-phenolic and tri-phenolic analogues there are more than one possible deprotonation site. Therefore the relative stability of the different possible mono-anions was investigated in order to identify the most likely one in each case. The proposed deprotonation sites are reported in Table 1.
Two different reaction mechanisms have been included in this part of the study, namely the hydrogen transfer (HT) and the sequential proton loss electron transfer (SPLET). The later was proposed by Litwinienko and Ingold for the reactions of the DPPH radical with substituted phenols.84 These mechanisms have been selected because, based on previous findings,71,85–88 they are expected to be the most important ones for phenolic compounds. In addition, the relative importance of HT and SPLET in the antioxidant activity of phenols, in aqueous solution, is frequently ruled by the pH. When it is lower than the pKa of the phenolic compound the dominant acid–base species is the neutral one, and the relative importance of HT is frequently higher. On the contrary, at pHs higher than the pKa, deprotonated species prevail and the SPLET route become the most important one. However, in some cases the SPLET mechanism can be the predominant one, even if the phenolate ion is present only in minor proportions.
The HT mechanism in phenolic compounds mainly takes place from the phenolic OH:
XOH + ˙R → XO˙ + HR |
On the other hand, the SPLET route, comprises two elementary reaction steps:
XOH → XO− + H+ |
XO− + ˙R → XO˙ + R− |
The first step is just the deprotonation of the phenol yielding the phenolate ion, and as mentioned before it is ruled by the pH. The second step is the key one for kinetics, and involves an electron transfer from the phenolate ion to the free radical.
The Gibbs energies of reaction (ΔG), the Gibbs energies of activation (ΔG≠), the imaginary frequencies of the transition states (TS), the tunneling corrections, and rate constants for each individual HT reaction path (kHTi) are provided in Table S1, ESI.† The optimized geometries of the TS are also provided as ESI.† All the modeled HT pathways were found to be exergonic, i.e., thermochemically viable, with ΔG values ranging from −14.5 to −7.1 kcal mol−1, while the corresponding ΔG≠ values are in the 7.7–12.6 kcal mol−1 range. The reorganization energies and the ΔG≠ values for the SPLET reactions are reported in Table S2 (ESI†). In this case the ΔG≠ values range from 0.9 to 2.6 kcal mol−1, indicating that the SPLET reactions are faster than the HT ones. Therefore, the pKa values of the studied analogues would determine the relative importance of these two chemical routes, at each particular pH, regarding the peroxyl radical scavenging activity of the studied compounds.
The kinetic data and the percent contributions of the HT and SPLET routes are reported in Table 3. The data corresponding to melatonin, NAS and 6OHM was also included in the table for comparison purposes.
kHTtot | kSPLET | koverall, pH = 7.4 | k′overall, pH = 7.4 | %HT, pH = 7.4 | %SPLET, pH = 7.4 | |
---|---|---|---|---|---|---|
Melatonin | 1.90 × 101 | 8.28 × 10−4 | 1.90 × 101 | 4.75 × 10−2 | ∼100 | <0.1 |
NAS | 1.17 × 106 | 7.95 × 109 | 5.50 × 106 | 1.38 × 104 | 21.3 | 78.8 |
6OH | 3.62 × 106 | 8.23 × 109 | 8.39 × 107 | 2.10 × 105 | 4.3 | 95.8 |
Ia | 9.81 × 105 | 7.94 × 109 | 3.42 × 106 | 8.56 × 103 | 28.6 | 71.4 |
Ib | 1.43 × 106 | 7.39 × 109 | 2.07 × 108 | 5.18 × 105 | 0.7 | 99.3 |
Ic | 1.58 × 106 | 7.91 × 109 | 1.68 × 107 | 4.21 × 104 | 9.4 | 90.6 |
IIa | 1.47 × 106 | 7.79 × 109 | 1.33 × 107 | 3.33 × 104 | 11.0 | 89.0 |
IIb | 6.69 × 106 | 8.01 × 109 | 1.80 × 107 | 4.49 × 104 | 37.2 | 62.8 |
IIc | 5.12 × 106 | 8.09 × 109 | 6.46 × 107 | 1.61 × 105 | 7.9 | 92.1 |
IIIa | 1.49 × 106 | 7.86 × 109 | 7.56 × 107 | 1.89 × 105 | 1.9 | 98.1 |
IIIb | 2.49 × 107 | 8.09 × 109 | 2.61 × 107 | 6.51 × 104 | 95.5 | 4.5 |
The overall rate coefficients (koverall) are reported at pH = 7.4. The values of koverall, calculated using eqn (3), are also reported in Table 3 to facilitate comparisons with some data previously reported in literature, albeit k′overall is the estimation intended to be directly compared with experiments. It was found that all the SPLET reactions occur within, or close to, the diffusion limited regime (kSPLET ≈ 8 × 109 M−1 s−1) while the HT route is somewhat slower with rate coefficients ranging from 9.8 × 105 to 2.5 × 107 M−1 s−1. This in line with the above discussed ΔG≠ values. However, HT is the main mechanism involved in the ˙OOH scavenging activity of analogue IIIb, at pH = 7.4, because of its relatively high pKa.
The most important finding, regarding primary AOC, is that all the investigated melatonin analogues are much better peroxyl radical scavengers than the parent molecule. Moreover, all the analogues except Ia, react faster with ˙OOH than NAS, which is a mono-phenolic compound with the OH group in site R3. Comparing analogue Ia with 6OHM, the only structural difference is the group at the R3 site. While they both have an OH group at site R4, R3 = –H and –OCH3 for Ia and 6OHM, respectively. Therefore, according to the calculated data it seems that the presence of a methoxy group next to the phenolic HT site slightly promotes reactivity towards peroxyl radicals.
The only of the modeled analogues that is predicted to have better ˙OOH scavenging activity than 6OHM, is Ib. However, the overall rate coefficients of analogues IIc and IIIa are very close to that of 6OHM, and the differences are probably within the method uncertainties. Analyzing the structural features of Ib, IIc and IIIa the first thing that stands out is that they have different number of OH groups (1, 2 and 3, respectively). However, all of them have an OH group at site R5. Thus, it seems that this particular feature is important for maximizing the primary antioxidant activity of melatonin analogues. Therefore, the Ib and IIc frameworks have been chosen for designing the test set 3, which is meant for multifunctional AOC.
Compared with other known antioxidants, the ˙OOH scavenging activity of the analogues in test set 1, except Ia, in aqueous solution at physiological pH, was found to be larger than those of Trolox,89 caffeine,90 capsaicin,91 α-mangostina,92 and gallic acid;70 and similar to those of ascorbic acid,93 resveratrol87 and glutathione.94 On the other hand, their primary AOC is surpassed by those of propyl gallate,95 piceatannol,87 edaravone96 and caffeic acid,69 but only moderately. Therefore, regardless of the differences among the analogues in test set 1, all of them (except Ia) can be proposed as promising primary antioxidants.
In addition, it has been previously reported that phenolic compounds can be regenerated under physiological conditions. Such regeneration takes place in such a way that these compounds can scavenge several radical equivalents in the process, two per cycle (one ˙OOH and one O2˙−).56,87,95,97–101 This is expected to be the case for the compounds investigated here and to increase their antioxidant capacity.
Copper has been chosen for testing the chelating ability of the investigated melatonin analogues in test set 2 (Scheme 4). This metal has been chosen because there is evidence supporting its role in the pathogenesis of neurodegenerative disorders.105 This has been related the formation of oxidative species,106 in particular ˙OH.105 Moreover, it has been reported that under identical experimental conditions the toxicity of Cu(II), in term of oxidative damage, is larger than that of Fe(III).103,107 In addition, the copper chelating ability of melatonin and some of its metabolites has been previously assessed,18 thus it can be used as a reference framework.
The idea here is that while Cu(I) is required for producing ˙OH, Cu(II) is the most abundant and stable oxidative state of copper. Therefore, chelating agents capable of decreasing the viability of Cu(II) reduction should be effective for preventing, or inhibiting, the ˙OH production and the consequent oxidative stress. For that strategy to be successful it is crucial that the chelation reactions yield stable complexes, i.e. they must be exergonic. Thus, this has been the first aspect explored in this work (Table 4).
ΔG′ | K′ | E0 | ΔG (O2˙−) | ΔG (Asc−) | k (O2˙−) | k (Asc−) | |
---|---|---|---|---|---|---|---|
Cu(II) | 0.16 | −13.01 | −2.81 | 6.68 × 108 | 1.83 × 107 | ||
A | −2.34 | 5.2 × 101 | 0.01 | −3.87 | 6.33 | 7.13 × 106 | 7.59 × 104 |
B | 1.09 | ||||||
C | −1.33 | 9.5 × 100 | 0.04 | −4.73 | 5.47 | 1.07 × 107 | 1.44 × 105 |
D | −5.35 | 8.3 × 103 | −0.20 | 1.02 | 11.21 | 3.45 × 105 | 7.89 × 102 |
E | 0.61 | ||||||
F | −0.61 | 2.8 × 100 | 0.15 | −7.23 | 2.96 | 6.89 × 106 | 1.63 × 105 |
G | −4.89 | 3.9 × 103 | −0.16 | −0.08 | 10.11 | 2.87 × 105 | 1.08 × 103 |
It was found that all the reactions involving Cu(II) chelation by the designed melatonin analogues in test set 2, except B and E, are exergonic at room temperature (Table 4). Therefore, analogues A, C, D, F and G are predicted to be able of acting as Cu(II) ligands. Their optimized geometries are provided as ESI.† The most stable chelates were found to be those involving analogues D and G, with conditional equilibrium constants equal to 8.3 × 103 and 3.9 × 103 M, respectively, at physiological pH.
Additional data, regarding Cu(II) reduction, were computed for all the chelates yield by reactions with negative ΔG values. It was found that chelation by melatonin analogues A, C, D and G significantly lower the reduction potential of Cu(II), with respect to free copper, with D and G showing the maximum effect (Table 4). Accordingly, A, C, D and G are expected to decrease the feasibility of the Cu(II) reduction, being D and G the most efficient for that purpose.
The Gibbs free energies and rate constants of the reactions of Cu(II) with two reductants, i.e., O2˙− and ascorbate (Asc−), have also been calculated (Table 4). The reaction with O2˙− corresponds to the first step of the HWR, and the reaction with Asc− was modeled to include the possible presence of other, less strong, reductants in the biological systems. In addition, copper–ascorbate mixtures are frequently used in experiments to generate oxidative conditions. O2˙− was calculated including 4 explicit water molecules, which is a model previously validated for this species.108 In the calculation of the Gibbs energies the correction to E0Cu(II)/Cu(I) was included, as well as equivalent corrections for the pairs 3O2/O2˙− and Asc/Asc−. These empirical corrections are expected to facilitate possible further comparisons with experiments.
The ideal behavior for a secondary antioxidant acting as a Cu(II) chelating agent should be to fully inhibit the reactions with reductants, O2˙− and Asc− in this case. It was found that all the stable chelates with melatonin analogues turn the Cu(II) + Asc− reaction into a non-viable process, i.e., with positive ΔG values. On the other hand, only the D analogue makes the Cu(II) reduction by O2˙− an endergonic process, albeit for analogue G the reaction becomes isoergonic (Table 4). Regarding the kinetics, these two species, D and G, are also the ones slowing the most the Cu(II) reduction. The rate constants for “free” Cu(II) were estimated to be 6.7 × 108 and 1.8 × 107 M−1 s−1, for the reactions with O2˙− and Asc− respectively. According to the values in Table 4, chelation by melatonin analogs D and G decrease these values by about 2000 and 20000 times. The reorganization energies and the ΔG≠ values used in the calculations of the rate constants are reported in Table S3, ESI.†
In addition, the melatonin analogues that chelates Cu(II) through endergonic reactions are expected to act as ˙OH-inactivating ligand (OIL) in biological systems.109 Some of them (D and G) can directly sequester metal ions from reductants. The others (A, C and F), which only downgrade the Cu(II) reduction by O2˙−, should still be able of deactivating OH radicals immediately after formed via Fenton-like reactions. This is because the high reactivity of this radical towards organic frameworks would facilitate the reaction with the ligands in the Cu chelates, which would be just in the ˙OH formation site.
Analyzing altogether the data regarding the secondary AOC of the investigated melatonin analogs by chelating metal ions, it becomes evident that D and G are the most promising species for inhibiting ˙OH production, and thus the consequent oxidative stress. Therefore, their structural features have been those included in the design of melatonin analogues with multifunctional AOC.
The estimated first pKa values of the analogues in test set 3 are reported in Table 5, together with the most likely deprotonation site for the two di-phenols, and the molar fractions of the neutral and mono-anionic species at physiological pH. They are all predicted to be dominantly in their neutral form at this pH, but with significant amounts of the mono-anions, except IbG, which shows the opposite trend.
pKa | DP | HRef | Mfneutral | Mfanion | |
---|---|---|---|---|---|
IbD | 8.0 | Phenol | 0.806 | 0.194 | |
IbG | 7.2 | Phenol | 0.378 | 0.622 | |
IIcD | 7.9 | R5 | Catechol | 0.761 | 0.239 |
IIcG | 7.7 | R5 | Catechol | 0.670 | 0.330 |
The information on the primary and secondary antioxidant activities of analogues in test set 3 is reported in Tables 6 and 7, respectively. The ΔG, ΔG≠, imaginary frequencies of the TS, tunneling corrections and kHTi, are provided in Table S3, ESI.† The optimized geometries of the TS are also provided as ESI,† as well as the reorganization energies and the ΔG≠ values for the SPLET reactions (Table S4†).
kHTtot | kSPLET | koverall, pH = 7.4 | k′overall, pH = 7.4 | %HT, pH = 7.4 | %SPLET, pH = 7.4 | |
---|---|---|---|---|---|---|
IbD | 2.47 × 105 | 5.23 × 109 | 1.02 × 109 | 2.54 × 106 | <0.1 | ∼100 |
IbG | 4.97 × 105 | 4.37 × 109 | 2.72 × 109 | 6.79 × 106 | <0.1 | ∼100 |
IIcD | 7.48 × 107 | 7.79 × 109 | 1.92 × 109 | 4.79 × 106 | 3.0 | 97.0 |
IIcG | 9.61 × 106 | 7.84 × 109 | 2.59 × 109 | 6.48 × 106 | 0.2 | 99.8 |
ΔG′ | K′ | E0 | ΔG (O2˙−) | ΔG (Asc−) | k (O2˙−) | k (Asc−) | |
---|---|---|---|---|---|---|---|
IbD | −5.38 | 8.76 × 103 | −0.22 | 1.49 | 11.68 | 2.29 × 105 | 4.49 × 102 |
IbG | −7.52 | 3.23 × 105 | −0.31 | 3.54 | 13.74 | 4.58 × 104 | 4.17 × 101 |
IIcD | −6.39 | 4.85 × 104 | −0.30 | 3.17 | 13.36 | 4.91 × 104 | 5.46 × 101 |
IIcG | −6.47 | 5.55 × 104 | −0.25 | 2.15 | 12.34 | 5.08 × 104 | 9.53 × 101 |
The overall rate coefficients for the reactions of these analogues with ˙OOH were found to be within, or near to, the diffusion limit. This indicates that they all should be excellent peroxyl radical scavengers, contrary to what has been reported for the parent molecule. Moreover, including the structural features of the secondary antioxidants D and G in the phenolic melatonin analogues does not interfere with the primary antioxidant activity. On the contrary, the analogs in test set 3 are all predicted to be better peroxyl radical scavengers than those in test set 1. For the multifunctional melatonin analogues the primary AOC is dominated by the SPLET route, with very small contributions from HT. The largest one appears to be for IIcD, and is only about 3%.
Compared to other known antioxidants, the melatonin analogues in test set 3 are predicted to be among the best peroxyl radical scavengers reported so far. They seem to be able of reacting with these radicals as fast as possible, considering the limit imposed by diffusion, at least in aqueous solution, at physiological pH. Such fast reactions are rare to find, which supports the idea that the designed melatonin analogues should be exceptionally good primary antioxidants.
Regarding their secondary AOC, the analogues in test set 3 can form different chelates with Cu(II), due to the presence of phenolic groups in the six membered ring of the indole moiety. Some of them are equivalent to the ones formed by molecules in test set 2, i.e., involving the indolic N atom, and the O atom in the R2 group (c1). Others involve the OH in R5 and the indolic N (c2), and for IIcD and IIcG there are also possible chelates involving the OH groups in R4 and R5 (c3). The Gibbs energies of all these chelation reactions, and the corresponding equilibrium constants are reported in Table S5, ESI.† It was found that, in all the cases, the c1 chelates are the lowest in energy. Thus, the following analyses are just for them, as they should be the most abundant ones.
The data on the secondary AOC of these compounds is reported in Table 7, while the reorganization energy and the ΔG≠ values used in the calculations of the corresponding rate constants are provided in Table S4, ESI.† It was found that the reactions yielding the c1 chelates are systematically more exergonic for the molecules in the test set 3 than those involving any of the chelating agents in test set 2. This indicates that the presence of OH groups in the six membered ring of the indole moiety reinforces the chelating ability of melatonin analogues, with the exception of IbD which has a ΔG′ value at pH = 7.4 almost identical to that of the D analogue.
The same applies for all the other calculated properties. Chelates with IbD, IbG, IIcD and IIcG as ligands, all inhibit the Cu(II) reduction to a larger extent than the chelates involving the melatonin analogues in test set 2. They all turn endergonic the reactions with both O2˙− and Asc− and dramatically slow them down. The most efficient as OH inhibitors, via metal chelation are expected to be IbG and IIcD. Considering that they also are excellent for scavenging free radicals, these two melatonin analogues are proposed as the most promising multifunctional antioxidants, especially IIcD due to its better secondary AOC.
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HBA | HBD | MW | MRd | XAt | TPSAe | RB | |
---|---|---|---|---|---|---|---|---|---|---|
a Calculated using Crippen's method.115b Calculated using ALOGPS 2.1.116c Calculated using milog![]() |
||||||||||
Melatonin | 1.75 | 1.42 | 1.45 | 4 | 2 | 232 | 65.6 | 17 | 54.12 | 4 |
Ia | 1.65 | 1.42 | 1.45 | 4 | 3 | 218 | 60.9 | 16 | 65.12 | 4 |
Ib | 1.65 | 0.98 | 0.91 | 4 | 3 | 218 | 60.9 | 16 | 65.12 | 4 |
Ic | 1.65 | 1.02 | 0.91 | 4 | 3 | 218 | 60.9 | 16 | 65.12 | 4 |
IIa | 1.26 | 0.98 | 1.15 | 5 | 4 | 234 | 62.7 | 17 | 85.34 | 4 |
IIb | 1.26 | 0.95 | 1.15 | 5 | 4 | 234 | 62.7 | 17 | 85.34 | 4 |
IIc | 1.26 | 0.92 | 0.42 | 5 | 4 | 234 | 62.7 | 17 | 85.34 | 4 |
IIIa | 0.87 | 0.87 | 0.65 | 6 | 5 | 250 | 64.5 | 18 | 105.57 | 4 |
IIIb | 0.87 | 0.93 | 0.65 | 6 | 5 | 250 | 64.5 | 18 | 105.57 | 4 |
A | 1.56 | 0.58 | 0.36 | 4 | 2 | 230 | 65.6 | 17 | 61.96 | 5 |
B | 1.39 | 0.55 | 0.36 | 4 | 2 | 244 | 69.6 | 18 | 61.96 | 6 |
C | 1.48 | 1.53 | 1.44 | 5 | 2 | 260 | 69.9 | 19 | 71.19 | 6 |
D | 1.63 | 1.98 | 1.65 | 4 | 2 | 244 | 70.2 | 18 | 61.96 | 5 |
E | 0.92 | 1.78 | 1.48 | 5 | 2 | 259 | 74.0 | 19 | 65.20 | 6 |
F | 1.90 | 1.78 | 1.55 | 5 | 2 | 273 | 74.8 | 20 | 65.20 | 6 |
G | 1.36 | 1.15 | 1.02 | 4 | 2 | 282 | 85.4 | 21 | 61.96 | 7 |
IbD | 1.24 | 1.56 | 1.00 | 5 | 3 | 260 | 72.0 | 19 | 82.19 | 5 |
IbG | 0.97 | 2.64 | 2.36 | 5 | 3 | 298 | 87.1 | 22 | 82.19 | 7 |
IIcD | 0.85 | 1.36 | 1.28 | 6 | 4 | 276 | 73.8 | 20 | 102.42 | 5 |
IIcG | 0.58 | 2.37 | 2.07 | 6 | 4 | 314 | 88.9 | 23 | 102.42 | 7 |
The values of all these molecular descriptors for the whole set of melatonin analogues designed in this work are provided in Table 8. As the values in this table show all the investigated compounds fulfill all the criteria in the Lipinski's rule. Only two exceptions were found (IIIa and IIIb), which belong to test set 1 and have 5 HBD. That is why their structural features were not included in the test set for multifunctional antioxidant activity. Regarding the Ghose's rule, the most frequent problem is related to the XAt value that is slightly below 20 for most of the studied compounds. However, it is not expected to be a major inconvenience since melatonin itself has XAt = 17, and its beneficial effects as an oral drug has been extensively documented. The melatonin analogues that fulfill all the criteria in both Lipinski's and Ghose's rules are analogues F, G, IbG, IIcD and IIcG.
It should be noted, however, that these rules are empirical, and based on statistical analyses using the existing data on the bioavailability of oral drugs. Thus, they are meant to be guidelines, not rigorous laws. Moreover, viable drugs must also have other important features including manufacturability and safety.113 Therefore, these aspects are also addressed here. In addition, it is currently considered that physicochemical properties other than those included in Lipinski's and Ghose's rules should also be explored for newly developed drugs.114 Some examples are topological polar surface area (TPSA) and the number of rotatable bonds (RB). Accordingly, they have also been estimated and are included in Table 8.
The estimated synthetic accessibility, of each designed compound, is reported in Table 9 where melatonin and other – currently in use – drugs have been included for comparison purposes. The SA values can be grouped into 3 categories, using the default thresholds of the SYLVIA program: easy (SA ≤ 3), medium (3 < SA < 6), and difficult (SA ≥ 6). According to this classification all the compounds designed in this work correspond to medium SA, with values ranging from 3.5 to 4.3. Even the largest value is close enough to that of ciprofloxacin, which suggests that their manufacturability should not be problematic. In the particular case of the two compounds identified here as the most promising multifunctional antioxidants, the SA value for IIcD (3.9) is lower than that of IbG (4.2).
SA | LD50 | M | LCF50 | LCD50 | IGC50 | |
---|---|---|---|---|---|---|
Melatonin | 2.46 | 1298.11 | 0.05 (−) | 23.51 | 2.25 | 66.62 |
Ia | 3.50 | 1558.61 | 0.08 (−) | 28.67 | 2.56 | 78.32 |
Ib | 3.54 | 1526.48 | −0.01 (−) | 21.41 | 3.72 | 78.60 |
Ic | 3.56 | 1248.74 | −0.08 (−) | 25.59 | 4.66 | 78.12 |
IIa | 3.61 | 1061.32 | 0.18 (−) | 20.55 | 4.44 | 58.25 |
IIb | 3.63 | 1066.44 | 0.26 (−) | 9.19 | 2.98 | 59.47 |
IIc | 3.61 | 1273.36 | 0.12 (−) | 13.71 | 6.64 | 58.17 |
IIIa | 3.70 | 1646.33 | 0.36 (−) | 5.73 | 6.65 | 52.64 |
IIIb | 3.71 | 1163.93 | 0.41 (−) | 8.09 | 3.17 | 34.20 |
A | 3.65 | 1442.93 | 0.17 (−) | 5.86 | 4.58 | 47.98 |
B | 3.67 | 1732.22 | 0.01 (−) | 3.26 | N/A | 34.81 |
C | 3.86 | 997.81 | 0.03 (−) | 4.04 | 11.85 | 48.55 |
D | 3.74 | 1352.30 | 0.07 (−) | 3.89 | 5.39 | 28.51 |
E | 3.92 | 573.98 | 0.30 (−) | 14.30 | N/A | N/A |
F | 4.03 | 709.19 | 0.46 (−) | 6.99 | 25.19 | 75.83 |
G | 4.10 | 1135.35 | 0.51 (+) | 0.62 | 0.72 | 2.40 |
IbD | 3.82 | 1660.01 | 0.09 (−) | 3.68 | 6.25 | 21.02 |
IbG | 4.22 | 526.23 | 0.47 (−) | 0.17 | 0.19 | 2.03 |
IIcD | 3.90 | 1203.01 | 0.30 (−) | 3.11 | 9.80 | 20.96 |
IIcG | 4.30 | 265.38 | 0.40 (−) | 0.25 | 0.33 | 2.46 |
Aspirin | 2.20 | 757.21 | 0.43 (−) | 80.28 | 472.51 | 472.51 |
Floxetin | 3.98 | 1002.16 | 0.13 (−) | 0.41 | 6.10 × 10−2 | 2.33 |
Ciprofloxacin | 4.26 | 36.25 | 0.70 (+) | 0.11 | 0.16 | N/A |
Regarding the toxicity descriptors, the lower the value of M, and the larger the values of LD50, LCF50, LCD50 and IGC50, the lower the toxicity of the tested chemical. G is the only of the designed compounds that was identified as potentially mutagenic. Between compounds IIcD and IbG, the later have a larger value of M, but still its mutagenicity is predicted as negative and with a value similar to that of aspirin. Regarding the LD50, LCF50, LCD50 and IGC50 descriptors, the range taken from melatonin and other currently in use drugs are 1298.11–36.25, 80.28–0.11, 472.51–0.06, and 472.51–2.33, respectively. The values corresponding to most of the designed compounds are within these ranges. Comparing the IIcD and IbG compounds, the first one was systematically found to have the lowest predicted toxicity, regardless of the descriptor used.
Therefore, considering the values of the molecular descriptors and the primary and secondary AOC of all the investigated compounds, altogether, melatonin analogue IIcD is identified as the most promising agent against oxidative stress, and its deleterious effects. It is expected to efficiently act as a multifunctional antioxidant, contrary to what has been previously described for naturally occurring melatonin derivatives, i.e., most of them are only good as primary or secondary antioxidant, but not as both simultaneously. IIcD is also predicted to be synthetically accessible and with low toxicity. Hopefully, it might be synthesized in the near future, thus its activity could be experimentally corroborated.
Footnote |
† Electronic supplementary information (ESI) available: Gibbs energies of reaction, Gibbs energies of activation, imaginary frequencies, tunneling corrections, and rate constants for each individual HT reaction path. Reorganization energies and Gibbs energies of activation for the SPLET reactions. Optimized geometries of the transition states, and of the thermically viable copper chelates. See DOI: 10.1039/c6ra00549g |
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