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Journal of Enzyme Inhibition and Medicinal Chemistry logoLink to Journal of Enzyme Inhibition and Medicinal Chemistry
. 2023 Nov 13;38(1):2270781. doi: 10.1080/14756366.2023.2270781

Latest advances in dual inhibitors of acetylcholinesterase and monoamine oxidase B against Alzheimer’s disease

Dajiang Zou a, Renzheng Liu a, Yangjing Lv a, Jianan Guo a, Changjun Zhang a,, Yuanyuan Xie a,b,c,
PMCID: PMC10653629  PMID: 37955252

Abstract

Alzheimer’s disease (AD) is a progressive brain disease characterised by progressive memory loss and cognition impairment, ultimately leading to death. There are three FDA-approved acetylcholinesterase inhibitors (donepezil, rivastigmine, and galantamine, AChEIs) for the symptomatic treatment of AD. Monoamine oxidase B (MAO-B) has been considered to contribute to pathologies of AD. Therefore, we reviewed the dual inhibitors of acetylcholinesterase (AChE) and MAO-B developed in the last five years. In this review, these dual-target inhibitors were classified into six groups according to the basic parent structure, including chalcone, coumarin, chromone, benzo-fused five-membered ring, imine and hydrazine, and other scaffolds. Their design strategies, structure-activity relationships (SARs), and molecular docking studies with AChE and MAO-B were analysed and discussed, giving valuable insights for the subsequent development of AChE and MAO-B dual inhibitors. Challenges in the development of balanced and potent AChE and MAO-B dual inhibitors were noted, and corresponding solutions were provided.

Keywords: Alzheimer’s disease, AChE inhibitors, MAO-B inhibitors, dual inhibitors

Introduction

AD is a brain disorder hallmarked with intracellular neurofibrillary tangles (NFTs) and extracellular β-amyloid (Aβ) deposits, which induces progressive memory loss and cognitive dysfunction, afflicting over 50 million people worldwide and posing a tremendous threat on the health of the elderly1–3. Although many hypotheses have been proposed and studied in the process of investigating AD4, and some milestone discoveries have been made5, the pathological mechanism of AD is still unclear. The cholinergic system, as a primary neurotransmitter system, has been successfully applied in the development of anti-AD drugs. Several AChEIs successively approved by U.S. Food and Drug Administration (FDA) were the primary drugs for AD therapy (Figure 1)6,7. Furthermore, increasing evidence indicated that the peripheral anion site (PAS) of AChE was believed to induce Aβ aggregation neurotoxicity, providing a prospect for the development of AChE-based multifunctional anti-AD agents8.

Figure 1.

Figure 1.

AChEIs approved by the FDA for AD therapy.

The amine homeostasis in the brain was affected by the oxidative deamination of monoamine oxidase (MAO), which was a flavin-containing enzyme present in the outer membrane of mitochondria. MAO could be classified into two types, MAO-A and MAO-B9,10. Recently, the MAO-B has been found to be overexpressed in the hippocampus and cerebral cortex of AD patients11. Moreover, various neurotoxic byproducts produced in MAO-B catalysed biochemical reactions would further induce mitochondrial dysfunction and neuronal death12,13, implying that MAO-B inhibitors can provide beneficial neuroprotective effects for AD therapy by increasing monoamine neurotransmitters and reducing the production of the reactive oxygen species (ROS)14.

Considering the complexity of AD pathology, the “one drug, one target” paradigm could not achieve the desired therapeutic effects15. However, the multi-target-directed ligands (MTDLs) strategy, a single multifunctional molecule that could modulate multiple interconnected pathologic pathways, could be an effective way to alter the course of the disease16,17. This approach was thought to be more advantageous than combination therapy because it not only maintained the multiple pharmacodynamics of combination therapy, but also added some additional benefits, such as avoiding potential risks caused by drug-drug interactions, lower risk of adverse effects, and a simplified dosing regimen, which improved compliance18.

Multifunctional molecules were obtained through three rational design approaches: linkage, fusion, and incorporation (Figure 2). The linkage approach connecting two prototype molecules through a linker was simple to implement and could be applied in structurally incompatible molecular scaffolds. But with the increase in molecular size, this approach might lead to poor drug-like properties including solubility, blood-brain barrier (BBB) permeability, and bioavailability. The fusion approach directly combined two scaffolds without a linker, and the incorporation approach was applied by integrating or overlapping scaffolds18–21. Despite there might be disadvantages and challenges, the MTDLs strategy was still most favourable in terms of multifactorial diseases.

Figure 2.

Figure 2.

Three rational design strategies to generate multifunctional molecules.

As the first AChE inhibitor approved for AD therapy, tacrine had been widely applied in MTDLs strategy to obtain potent AChEIs with additional pharmacological benefits22. Previous study revealed that Rhein possessed hepatoprotective, anti-Aβ aggregation, and metal-chelating activities. The potent candidate tacrine-rhein-1 was synthesised by Liu et al.23 using the linkage approach, and exhibited greater activity against AChE compared to tacrine (IC50 = 27.3 and 135.0 nM, respectively). Tacrine-rhein-1 could bind to Cu2+ and inhibit the Aβ aggregation induced by AChE (70.2% at 100 μM). Notably, compared to tacrine, lower levels of aspartate aminotransferase and alanine aminotransferase were observed in mice serum after administration of tacrine-rhein-1, indicating lower hepatotoxicity.

Given that Aβ aggregation and ROS production induced by metal ions were two significant neurotoxic events in AD24, and metal-induced Aβ aggregation was reversible25, thus, chelation therapy by administration of metal-specific chelating ligands seemed to be a reasonable choice for the treatment of AD26. Thioflavin-T, a fluorescent dye binding to Aβ, and metal chelator di(2-picolyl)amine were chosen to synthesise FC-1 through the fusion approach25. As expected, FC-1 was not only capable of inhibiting the Aβ40 aggregation but also resulting in the dissociation of Cu2+and Zn2+-triggered Aβ40 aggregates. Rodríguez-Rodríguez et al.27 chose the incorporation approach of integrating the features of thioflavin-T and clioquinol to synthesise a multifunctional candidate HBXI that could inhibit Cu2+-promoted Aβ40 aggregation and efficiently chelate Cu2+ (pCu = 11.06, pClioquinol = 10.77) and Zn2+ (pZn = 10.98, pClioquinol = 11.22) ions.

Therefore, in recent years, the concept of AChE/MAO-B dual inhibitors has gained significant interest for the treatment of AD28, and numerous AChE and MAO-B dual inhibitors designed using MTDLs strategy have been well-documented. In particular, several novel techniques played an important role in the discovery of new hit inhibitors.

In recent years, nanotechnology, especially magnetic nanoparticles (MNPs), has been widely applied in immobilisation due to their unique properties. Immobilising important enzymes onto nanoparticles can provide comprehensive benefits29. In this context, the Zhang group30 employed AChE-immobilized MNPs as a tool to screen AChEIs from natural products and found an amentoflavone, which displayed more potent AChE inhibition (IC50 = 0.73 μM) than tacrine. Li and colleagues31 created a non-conjugated polymer dots (NCPDs)-MnO2 biosensing system to screen AChEIs, which exhibited a broader detection range (12.3–3675 U L−1 for AChE), and an impressive low limit of detection (LOD) at 4.9 U L−1, showing a promising prospect in the discovery of new AD therapy drugs.

Computer-aided drug design (CADD) has become an indispensable tool for discovering lead compounds and providing useful structural information of receptor-ligand complexes for subsequent research32. Zhou group33 discovered a well-known natural product kaempferol as an AChE inhibitor, while another group34 identified this compound as a selective human MAO-A inhibitor. Gogineni et al.35 adopted this strategy to enhance the selectivity of flavonoid acacetin 7-O-methyl ether, resulting in a thousand-fold increase of the selectivity index for MAO-B. In addition, Wang group36 adopted the Three-Dimensional Biologically Relevant Spectrum (BRS-3D), a representative compound database used in CADD, to evaluate the subtype selectivity of MAO inhibitors, observing a thousand-fold selectivity index improvement for MAO-B.

Light irradiation has extensive application in the field of disease treatment such as the Photodynamic therapy (PDT)37, a therapeutic method for various cancers. Interestingly, Paolino et al.38 designed a small library of AChE and MAO-B dual inhibitors that could modify their activity through light irradiation, representing a novel exploration in the design of dual inhibitors. In summary, these novel techniques expedite lead compound discovery and expand the pool of potential candidates for AD treatment.

This review provided a summary and discussion of AChE and MAO-B dual inhibitors published from 2018 to 2022, including the design strategies employed, the SARs, molecular docking studies, the challenges faced and corresponding solutions.

The AChE and MAO-B binding sites

As a serine hydrolase, AChE was extensively distributed in the peripheral and central nervous system and was responsible for hydrolysing acetylcholine (ACh)39. AChE was an ellipsoidal protein with dimensions of approximately 45 Å × 60 Å × 65 Å. It possessed a deep and narrow gorge (∼20 Å) formed by 14 aromatic residues (e.g. Ser200, Phe289, Tyr121, and Gly199) consisting of two binding sites, known as the PAS and the catalytic anionic site (CAS)40. The PAS guided ACh into the CAS site through the “cation-π” interaction, and ACh was subsequently hydrolysed at the CAS site41.

MAO-B was responsible for catalysing the metabolism of monoamine neurotransmitters, and one of its key binding sites was the flavin adenine dinucleotide (FAD)14. The binding pocket of MAO-B (∼700 Å3) was divided into the entrance cavity and substrate cavity by the Ile199 and Tyr326 residues42. The flexible Ile199 residue was pivotal in controlling the entry of ligands into the enzyme cavity43–45. In addition, a smaller hydrophobic entrance cavity, lined with specific residues Tyr398 and Tyr435, was adjacent to the substrate cavity, could generate an “aromatic cage”, interacting with the amino group of the substrate through π-cation interactions44,46.

AChE and MAO-B dual inhibitors

The fundamental principle for designing AChE and MAO-B dual inhibitors was to incorporate the pharmacophores of anti-AD molecules or drugs (Figure 3). For example, the cholinesterase (ChE) inhibitory moiety of donepezil was amalgamated into the potent MAO-B inhibitor PF9601N to create the lead ASS234, which was further modified to obtain a highly stable candidate Contilisant in human liver microsomes. The carbamate group of rivastigmine was merged into potent MAO-B inhibitors M30 and rasagiline, synthesising the M30D and Ladostigil, respectively47–50. In particular, Ladostigil displayed a brain-selective inhibitory profile on MAO in an in vivo study. When administered to mice (26 mg·kg−1) for two weeks, it resulted in approximately 70% inhibition of brain MAO activity, but there was almost no MAO inhibition in the liver and small intestine51. This unique advantage enabled it to avoid side effects caused by cheese reactions during the treatment of AD52. Recently, a Phase III clinical trial of Ladostigil to treat mild cognitive impairment (MCI) suggested that the combination of AChE and MAO-B inhibitors is a promising treatment for AD53.

Figure 3.

Figure 3.

Structures of promising MTDLs.

Chalcone-based inhibitors

Chalcone, a compound found in many plants, is composed of two benzene rings separated by three carbon atoms54. In this paper, the aromatic ring connected to the carbonyl group is named the A ring, while the other benzene ring is defined as the B ring. Chalcone and its analogs have attracted great interest for decades on account of their diverse pharmacological properties such as antitumor, anti-inflammatory, anti-diabetic, antioxidant, and anti-microbial agents55. In particular, certain natural and synthesised chalcone derivatives (Figure 4) exhibited both AChE and MAO-B inhibitory activities.

Figure 4.

Figure 4.

Structures of natural and synthesised chalcone.

Oh et al.56 reported that compouds 1, 2, 4, 5, and 6 exhibited moderate AChE inhibitory activities (IC50 = 2.79, 1.25, 6.07, 6.02, and 2.46 μM, respectively) and potent MAO-B inhibitory effects (IC50 = 0.082, 0.066, 0.029, 0.061 and 0.075 μM, respectively). But compound 3 showed weak activity against both enzymes (IC50 = 31.30 and 10.06 μM, respectively). This difference was attributed to the formation of hydrogen bonds between Cys172 of MAO-B (PDB: 4A79) with 1, 2, 4, 5, and 6, but not with 3, probably due to the steric hindrance and possible charge effect caused by the carboxymethyl group. Interestingly, 3 displayed weaker AChE inhibition despite forming a hydrogen bond with AChE (PDB: 1GQS) Phe288, which was not observed in 1, 2, 4, 5, and 6. In addition, the inhibitory activities of both enzymes decreased or disappeared when the 2′ position of the A ring was substituted with methoxy (7, 8)46, ethoxy (9)57, morpholine (10)58 or piperazinyl (11)59 groups due to the blocked interaction between the A ring and two enzymes.

Furthermore, both inhibitory activities decreased sharply (12)60 when the A ring underwent cyclisation using a benzothiazine ring, while AChE inhibitory activity significantly increased when the A ring was cyclized by 1, 3-dioxolane and the B ring was replaced by thiophene ring (13)61 (Figure 5). These observations could be explained through docking studies of 13. The 1,3-benzodioxole ring established π–π interactions with Tyr72 and Trp286 of AChE (PDB: 4EY7), and Tyr326 of MAO-B (PDB: 2V5Z), a hydrogen bond with Tyr188 of MAO-B, respectively. Additional π–π interactions were observed between the thienyl ring and Tyr341 of both AChE and MAO-B.

Figure 5.

Figure 5.

Structures of compound 1-based derivatives.

Chalcone and donepezil-based dual inhibitors

Donepezil has been extensively investigated in the development of multifunctional anti-AD candidates for its good bioavailability, high selectivity, and low toxicity (Figure 6). In light of this, several moderate and balanced dual inhibitors of AChE and MAO-B were synthesised by Sang et al. 62 via a linkage approach. Compound 14 showed potent AChE inhibitory activity (IC50 = 0.41 μΜ) with moderate MAO-B inhibitory activity (IC50 = 8.8 μΜ). Moreover, it revealed antioxidant and metal chelate abilities. A docking study revealed that 14 interacted with AChE (PDB: 1EVE) through hydrogen bonds and π–π interactions established between its hydroxyl, methoxy groups with Arg289, Tyr334. Besides, an important intermolecular hydrogen bond was found between the N-(2-methoxybenzyl) ethylamine fragment and Ser122. In addition, several intermolecular hydrogen bonds (e.g. between the methoxyl group and Ala325) were also observed between the 14 and MAO-B (PDB: 2V60).

Figure 6.

Figure 6.

Structures of chalcone and donepezil-based dual inhibitors.

To develop improved anti-AD candidates, 15 and 16 were synthesised by the same research group using a linkage approach63,64. As expected, these compounds displayed more balanced AChE (IC50 = 0.13 and 1.3 μM, respectively) and MAO-B inhibitory activity (IC50 = 1.0 and 0.57 μM, respectively), along with excellent anti-self-induced Aβ aggregation and potent antioxidant abilities. What’s more, 15 revealed no neurotoxicity (1000 mg·kg−1) in mice, and demonstrated improvement in memory impairment induced by scopolamine. The 2-(dimethylamino)-N-ethyl-benzenemethanamine moiety of 15 could enter into the CAS and interact with AChE (PDB: 4EY7) Trp286. A hydrogen bond was formed between the hydroxyl group on the A ring and Tyr314, and π–π interactions were established between the A ring and Trp286, as well as Tyr341. In addition, hydrophobic interactions were also observed with several AChE residues (e.g. Tyr337, Trp286, and Trp86). The 2-hydroxy-acetophenone moiety of 15 generated two hydrogen bonds with Phe168, and Cys172 of MAO-B (PDB: 2V60). Additionally, the aromatic rings (A and B rings of chalcone) established π–π interactions with Leu171 and Tyr435 of MAO-B. These interactions were likely resposible for the MAO-B inhibitory activity exhibited by 15. Compound 16 fully occupied the pocket of AChE (PDB: 1EVE), with the A ring forming a π–π interaction with Phe330. The oxygen atom of the B ring formed an intermolecular hydrogen bond with Phe288. In addition, the hydroxyl group generated two hydrogen bonds with Ile198, and Gln206 of MAO-B (PDB: 2V60), respectively. The carbonyl moiety generated hydrogen bonds with Ile199 and Cys172, and the B ring also established π–π interactions with MAO-B residues, Tyr398 and Tyr435.

Other chalcone-based dual inhibitors

Compound 17, synthesised by Sang et al.65 using the fusion approach, is a carbamate derivative of chalcone. Unfortunately, It showed no significant AChE inhibition (26.2 ± 0.89% at 25 μM), but moderate MAO-B inhibition (IC50 = 1.3 ± 0.06 μM) in in vitro biological test. In the molecular docking study of 17, limited interactions between 17 and AChE (PDB: 1EVE) were observed, which was consistent with its extremely weak AChE inhibitory activity. However, it was observed that the hydroxyl and carbonyl groups formed hydrogen bonds with two key residues Ile199 and Tyr326 of MAO-B (PDB: 2V60), respectively. Moreover, the oxygen atom and carbonyl group of the carbamate fragment established hydrogen bonds with Tyr398.

Phenolic Mannich bases have demonstrated various neuroprotective effects including antioxidant66, AChE inhibition67, and metal chelation68. Most importantly, the conversion of these bases into ammonium salts resulted in better solubility69. In light of this, several research groups created a series of chalcone-polyphenol Mannich bases using the fusion approach (Figure 7). Compound 18 exhibited balanced inhibitory activity against the target enzymes, with an IC50 value of 7.15 μM for AChE and 0.43 μM for MAO-B70. In the Torpedo californica AChE (TcAChE)-18-complex (PDB: 1EVE), the phenylacetate group occupied the PAS by forming a key hydrogen bond with Ser286, and the protonated piperidine fragment bound to the CAS through a hydrogen bond and salt bridge with Asn85 and Asp72, respectively. In addition, the chalcone skeleton could bind to the mid-gorge through π–π interaction with residues such as Tyr334. On the other hand, in the docking study of MAO-B (PDB: 2V5Z), the 3′-OH on the B ring of 18 established a hydrogen bond with Gly101 and the piperidine moiety formed a salt bridge with Glu84. Moreover, the A ring occupied the entrance cavity and interacted with the key residue Ile199, while a π–π interaction was also found in the substrate cavity between the phenyl at 4-position and Tyr398.

Figure 7.

Figure 7.

Structures of other chalcone-based dual inhibitors.

Another structurally simplified chalcone-Mannich base derivative 19 demonstrated similar AChE and MAO-B inhibitory potency (IC50 = 0.44 and 1.21 μM, respectively)71. In addition, it exhibited antioxidant activity, the ability to inhibit Aβ aggregation and metal-chelating properties. The molecular modelling study revealed that 19 could interact simultaneously with the two binding sites (CAS and PAS) of AChE (PDB: 1EVE). The carbonyl moiety and 3′-OH group generated hydrogen bonds with Tyr435 and Ile199 of MAO-B (PDB: 2V60), respectively. Furthermore, A ring established a π–π interaction with Tyr398.

Drugs containing oxime ether fragments are widely administrated for various diseases, including antibiotic, antifungal, and anti-inflammatory. Oh et al.72,73 synthesised a series of chalcone oxime ethers using the fusion approach and evaluated their inhibitory potency on AChE and MAO-B (Figure 7). Among them, compound 20 exhibited the most balanced inhibitory against both enzymes (IC50 = 4.39 and 0.028 μM, respectively), and displayed superior MAO-B inhibitory potency compared to the positive drug lazabemide (IC50 = 0.042 μM). Simplification of the oxime ether moiety in compound 21 led to a significant decrease in AChE inhibitory potency (6.3% at 10 μM), but a slight increase in MAO-B inhibitory potency (IC50 = 0.012 μM). A similar result was observed when the A ring of chalcone was decorated with the dioxime ether (22, 11.2% at 10 μM for AChE; IC50 = 0.018 μM for MAO-B). In the molecular docking studies, these chalcone oxime ethers could interact with the aromatic cage composed of FAD, Tyr435, and Tyr398, while the B ring established π–π interaction with the MAO-B (PDB: 2V5Z) selective residue Tyr326.

In an earlier study by Kumar’s team74, they developed novel pyrimidine derivatives as multi-target anti-AD agents by cyclizing the three-carbon fragment of chalcone using the incorporation approach. Most of them exhibited potent selective AChE inhibition, but weak inhibitory potency on MAO-B (e.g. 23, IC50 = 0.020 μM and 7.31 μM, respectively). To enhance the inhibitory potency on MAO-B of these compounds, the morpholine moiety was replaced with propargyl group75. However, in vitro assays showed that the optimised compound exhibited only a slightly increase in inhibitory potency against MAO-B, but a dramatic decrease in AChE inhibitory activity (24, IC50 = 1.49 and 1.74 μM, respectively), suggesting that the morpholine moiety was indispensable for the potent AChE inhibitory activity.

3.1.3. Summary of SARs

Based on the SARs of chalcone derivatives (Figure 8), the AChE inhibitory activities decrease with the substitution of hydroxyl, alkoxy groups at 2-position, morpholine, piperazine groups or oxime ether moiety at the 4-position of A ring. Meanwhile, the cyclisation of A ring into a 10H-phenothiazine scaffold with greater rigidity also leads to decreased AChE inhibitory activity. Additionally, the substitution with a hydroxyl group at the 4′-position, or carbamate or oxime ether moieties at the 3′-position of B ring results in the decrease of AChE inhibitory activities. Conversely, the AChE inhibitory activities increase when the substitution with chlorine, N,N-dimethylamino or aminoalkyl groups at the 4′-position of B ring. The MAO-B inhibitory potency increases when substituted with oxime ether moiety or propargyl group at the 4-position of A ring, or chlorine, nitro groups at the 4′-position of B ring. Conversely, the MAO-B inhibitory activity decreases when substituted with morpholine, or piperazine groups at 4-position at A ring. Substitution with the oxime ether moieties in the B ring does not significantly affect MAO-B inhibitory activities. The substitution of the carboxymethyl group at the 4′-position of ring B was disadvantageous for both AChE and MAO-B inhibition. In addition, the cyclisation of the carbonyl group of chalcone yields potent and balanced AChE and MAO-B dual inhibitors. The AChE inhibitory activities is determined by crucial residues such as Arg289, Ser122, Tyr314, Phe330, and Trp286 of AChE, which facilitate the A ring of chalcones to bind to the middle gorge and CAS through hydrogen bonds or π–π stacking interactions. Other important residues, including Trp286, Phe288, and Tyr341 in the PAS, can interact with the B ring via the π–π interactions. In addition, the α,β-unsaturated carbonyl group can form hydrogen bonds with specific residues. On the other hand, MAO-B inhibitory activities are influenced by the residues Ile199, Cys172, Tyr 435, Tyr326, and Tyr398 of MAO-B, which enable the chalcone derivatives to enter the active pockets by forming hydrogen bonds and π–π interactions.

Figure 8.

Figure 8.

SAR of chalcone-based dual inhibitors targeting AChE and MAO-B.

Coumarin-based inhibitors

Coumarins, characterised by 1,2-benzopyranone or benzopyran-2-one, are widely found in various plants. Studies have demonstrated that natural coumarins and synthesised analogs exhibit anti-AChE and MAO-B activities76–81. Coumarins have been reported to bind to PAS of AChE, suggesting their potential in designing and synthesising new analogs with excellent and balanced AChE and MAO-B inhibitory activities. As a result, numerous dual inhibitors targeting both enzymes have been developed by incorporating coumarin core with some catalytic site interacting moieties.

Modifications at position 3 or 4 of coumarin

Structural decoration at position 3 or 4 of coumarin has been a significant strategy to develop effective AChE and MAO-B inhibitors (Figure 9). In previous studies, representative compounds 25 and 26, modified on the 3 position of coumarin bearing an amide linker by using the linkage approach, showed weak AChE inhibition (IC50 = 591.44 and 69.47 μM, respectively), but remarkable MAO-B inhibition at the nanomolar level (IC50 = 4.6 and 760 nM, respectively)82,83. However, 27 and 28 displayed potent and balanced inhibitory activities against both AChE and MAO-B (IC50 = 0.163 and 0.068 μM for AChE; 8.13 and 6.31 μM for MAO-B, respectively) when alkylamine served as the linker84, suggesting that the alkylamine linker is more advantageous for developing coumarin-based dual inhibitors targeting these enzymes.

Figure 9.

Figure 9.

Structures of coumarin-based inhibitors.

Rehuman et al.85 synthesised a series of coumarin-chalcone compounds using the fusion approach to introduce α,β-unsaturated ketone unit of chalcone at the 3 position of coumarin and evaluated their AChE and MAO-B inhibitory potencies. Among them, 29 displayed weak AChE inhibiton (IC50 = 40.1 μM), but potent MAO-B inhibitory activity with an IC50 value of 0.51 μM. The weak AChE inhibitory activity might be due to the inability of 29 to reach the CAS centre of AChE (PDB: 4EY7) and interact with Trp82.

In addition, Zhang et al. also modified the 4 position of coumarin using the linkage approach to obtain the representative compound 30, which showed effective AChE inhibition with an IC50 value of 0.84 μM, but displayed weak MAO-B inhibitory potency (IC50 = 12.31 μM)84.

Modification at position 7 of coumarin

In most studies, the focus has been on designing dual inhibitors targeting AChE and MAO-B by using the linkage approach to introduce moieties at position 7 of coumarin, which bound to the CAS site (Figure 9). However, when an amide linker was used as the connecting group, the inhibitory activity of the compounds against AChE and MAO-B was not balanced, as observed with 31 and 3286. When an aromatic amide was substituted at position 7 of coumarin, 31 showed no significant AChE inhibition (45–50% at 100 μM), while the MAO-B inhibitory activity of compound 32 was almost disappeared (IC50 > 100 μM) when fatty amide was decorated at the same position. This could be attributed to the inability of 31 and 32 to simultaneously bind to the active sites of both AChE and MAO-B.

On the other hand, 3387, 3488, 35 and 3689, displayed potent and balanced activity against both enzymes (IC50 = 0.55, 0.114, 1.3, and 1.4 μM for AChE, respectively; IC50 = 0.0082, 0.101, 0.051 and 0.076 μM for MAO-B, respectively) when the CAS binding groups were introduced at the position 7 of coumarin through a flexible alkyl ether linker. Molecular docking studies have shown that these molecules occupied the active sites of the target enzyme and interacted with key residues of AChE (PDB: 4EY7) such as Trp286, Tyr341, Trp86, Tyr337, Gly448, His447, and Gly121. Meanwhile, the coumarin core was accommodated within the substrate cavity of MAO-B (PDB: 2V61) and established interactions with residues such as Tyr398, Phe343, Tyr60, and Tyr435. The carbonyl moiety of coumarin formed hydrogen bonds with residues such as Tyr188. Other fragments of these compounds were observed to occupy the entrance cavity of MAO-B and interacted with residues including Pro102, Pro104, and Ile316.

Summary of SARs

Coumarin is an extremely valuable skeleton for the discovery and development of highly potent AChE and MAO-B dual inhibitors. SARs of coumarin derivatives, as shown in Figure 10, reveal that substitution with benzylamine derivatives at the 3- or 4-position of the coumarin scaffold can significantly improve the AChE inhibitory activities. AChE inhibitory activities decrease sharply if the benzylamine groups at the 3-position of the coumarin core are replaced with benzamide moieties, but MAO-B inhibitory activities can be remarkably increased. The introduction of α,β-unsaturated ketone moiety at the 3-position of the coumarin core reduces the AChE inhibitory activities of coumarin derivatives. Substitution with benzamide moieties at the 7-position of the coumarin core makes it difficult to obtain balanced AChE and MAO-B dual inhibitors. On the contrary, the introduction of flexible AChE inhibitory pharmacophores at the same 7-position of coumarin is advantageous for obtaining potent and balanced AChE and MAO-B dual inhibitors. Furthermore, the presence of the N-benzylpiperidine or N-alkyloxy moiety at the 7-position of the coumarin has no significant effect on the AChE inhibition, but exhibited a remarkable impact on the MAO-B inhibition, suggesting that decoration of the protonatable portion has a greater influence on MAO-B affinity compared to AChE.

Figure 10.

Figure 10.

SAR of coumarin-based dual inhibitors targeting AChE and MAO-B.

The Trp286 in AChE PAS plays an important role in interacting with the coumarin core through a π–π interaction. While, residues Trp86, His447, and Gly121 in AChE CAS interact with the protonatable basic moieties through cation-π interactions. The Tyr188 at the bottom of the substrate cavity of MAO-B can form a hydrogen bond with the carbonyl oxygen of the coumarin, and certain residues (e.g. Tyr398, Tyr435) stabilise coumarins by establishing hydrophobic interactions. Additionaly, residues Pro102, Pro104, and Ile 316 enable coumarins to enter into the entrance cavity of MAO-B.

Chromone-based inhibitors

3.3.1. Modification of chromones

Chromone (4H-chromen-4-one), an isomer of coumarin (2H-chromen-2-one), is a kind of significantly important scaffold due to its potential for modification, generating chromone derivatives with diverse biological activities. For instance, compounds 37 and 38 (Figure 11) displayed potent MAO-B inhibitory activity, and were synthesised by the introducing carboxyl group onto the chromone core90. The screening results showed that the position of the carboxyl group is critical for the selectivity of MAO inhibitors. Compound 37, with the carboxyl group substituted at position 3 of the chromone core, displayed selective MAO-B inhibition with an IC50 value of 48 nM (SI >2083) due to a crucial hydrogen bond established between the carboxyl group and Tyr326. However, isomer 38, with the same carboxyl substitution at position 2, showed weaker MAO-B inhibitory potency (IC50 > 100 nM). Therefore, previous studies91,92 have used the linkage approach to develop selective MAO-B inhibitors (e.g. 39–41) featured a carboxylamide linker substitution at the 3-position of the chromone core. However, recent studies have focused on the synthesis of numerous chromone derivatives to obtain multifunctional anti-AD lead compounds (Figure 11).

Figure 11.

Figure 11.

Structures of chromone-based inhibitors.

By using the fusion approach to introduce AChE inhibitory pharmacophores, two compounds (42 and 43) bearing carboxamide substitution at position 3 of chromone were synthesised, and their inhibitory activities against the target enzymes were evaluated93,94. Both compounds were AChE and MAO-B dual inhibitors, but compared to 42 (IC50 = 3.69 μM), 43 displayed more potent AChE inhibitory activity (IC50 = 0.37 μM), suggesting that the N-benzylpiperidine moiety, serving as the pharmacophore of AChEIs, might be more noteworthy in the design of AChE and MAO-B dual inhibitors. Furthermore, 43 was proved to cross the BBB and show safety on rat pheochromocytoma (PC12) cells. Docking studies of 43 revealed that the π-cation and π–π interactions were generated between the N-benzylpiperidine moiety and Trp84, as well as Phe330 in CAS of AChE (PDB: 1EVE). Additionally, the chromone fragment established π–π interaction with Trp279 in PAS. In the case of MAO-B (PDB: 2V60), the benzyloxy moiety established π–π interactions with Tyr435 and Tyr398, while the amide carbonyl group formed a hydrogen bond with Tyr326. In contrast, the N-benzylpiperidine fragment was located in the entrance cavity.

Interestingly, compared to 42, using the fusion approach, dual inhibitor 44 showed more potent AChE inhibitory activity (IC50 = 0.21 μM), but weaker MAO-B inhibitory potency (IC50 = 3.81 μM) when the carboxamide linker was substituted at position 2 of chromone core93. In addition, compound 45 obtained using the fusion approach with carboxamide group substituted on the same position of chromone core, displayed balanced inhibition towards both enzymes with IC50 values of 1.0 and 8.1 μM, respectively95. This indicated that the introduction of AChE inhibitory moieties, specifically when the carboxamide group was substituted at position 2 of the γ-pyrone nucleus, may lead to a dual inhibitor with stronger AChE inhibitory activity.

Łażewska et al.96 synthesised potent dual inhibitors 46 (IC50 = 180, and 775 nM, respectively) and 47 (IC50 = 136, and 897 nM, respectively) using the incorporation approach to cyclize the chromone skeleton. The docking studies indicated that the azepane rings interacted with His440, Trp84 and Phe330 of AChE (PDB: 1EVE). Moreover, the N atoms established hydrogen bonds with a crucial water molecule 1159, and the alkyl moiety generated hydrophobic interactions with several residues such as Phe330, and Phe290. On the other hand, the xanthone core was located in PAS, and engaged π–π and hydrophobic interactions with several residues (e.g. Tyr334, Tyr70, Tyr121, and Trp279). In addition to the cyclisation of the chromone skeleton, the balanced AChE and MAO-B inhibitor 48 (IC50 = 9.2 and 0.0077 μM, respectively) with anti-Aβ40 aggregation (IC50 = 3.2 μM), was obtained by using the incorporation approach to substitute the O atom of pyranone with the carbonyl group97. Docking studies demonstrated that the naphthoquinone core interacted with Trp286 of AChE (PDB: 4EY7) via π–π interaction, while the carbonyl group bound to Tyr72 and Tyr124 by hydrogen bonds. On the other hand, the carbonyl groups established three hydrogen bonds with Tyr326, Tyr435, and Gln206 of MAO-B (PDB: 6FWC). In addition, an intriguing halogen bond was observed between the chlorine atom of 48 and Cys172 of MAO-B.

Summary of SARs

Chromone, as a significant scaffold, is widely found in numerous natural products and synthetic compounds, exhibiting a wide range of biological activities. SARs of chromone-based inhibitors are shown in Figure 12. By introducing AChE inhibitory pharmacophores onto the chromone scaffold bearing formamide group as linker at 3-position of chromone core, balanced dual inhibitors of AChE and MAO-B are created. Substitution with formamide moiety at 2-position of chromone core, and introduction of AChE inhibitory pharmacophores onto the 6-position of chromone can increase the AChE inhibitory activities, but decrease MAO-B inhibitory potencies. Introduction of donepezil-like pharmacophores at 2-position of chromone core using formamide moiety as linker leads to a decrease in both AChE and MAO-B inhibitory activities. Furthermore, if donepezil-like pharmacophores are introduced at the 3-position of the chromone core, both AChE and MAO-B inhibitory activities increase. Additionally, the chromone nucleus is easily modifiable, allowing for the acquisition of novel scaffolds (xanthone and naphthoquinone) by cyclisation or core-hopping strategies. The introduction of flexible alkoxy amine at the 2-position of xanthone results in AChE and MAO-B inhibitory activities increased. Similarly, the benzylamino group at the 2-position of naphthoquinone significantly enhances the MAO-B inhibitory activity.

Figure 12.

Figure 12.

SAR of chromone-based dual inhibitors targeting AChE and MAO-B.

Docking studies indicated that residues Trp84, and Phe330 in CAS, Trp279 in PAS were important factors in determining the AChE inhibitory activities of chromone derivavtives by forming π-cation and π–π interactions. While, residues Tyr435, Tyr398, and Tyr326 of MAO-B played an important role in the MAO-B inhibitory activities by establishing π–π interactions or hydrogen bound.

Benzo five-membered ring-based inhibitors

Heteroaromatic compounds, including benzofuran, benzothiophene, indole, and others, are essential organic compounds found in nature. These compounds serve as common structural units in many bioactive molecules, and have wide applications in medicine, dyes, agriculture, new materials and other fields98. As a result, studies of these compounds have gained increasing attention, particularly in the field of pharmaceutical chemistry (Figure 13).

Figure 13.

Figure 13.

Structures of benzo five-membered ring-based inhibitors.

Compound 49, an AChE and MAO-B dual inhibitor, was synthesised based on benzo[d]isothiazol-3(2H)-one99 using the linkage approach. It showed potent AChE inhibitory activity (IC50 = 0.29 μM), but weak MAO-B inhibitory potency with an IC50 value of 20.1 μM. This potent AChE inhibition could be attributed to the compound’s ability to fully occupy the entire active pocket of AChE (PDB: 1EVE), while the benzo[d]isothiazol-3-one scaffold and the benzylamine moiety generated π–π interactions with Phe331, Phe288 and Tyr130, respectively. In addition, the S atom established a hydrogen bond with Tyr121 in the PAS. Compared with 49, using the fusion approach, the inhibitor 50 based on isobenzofuran-1(3H)-one exhibited more potent and balanced inhibitory activity against AChE and MAO-B (IC50 = 0.041 and 0.30 μM, respectively)100. It was also characterised for Cu2+ chelation and favourable drug-like properties. Molecular docking studies indicated that the phthalide group interacted with Tyr334 through π–π interaction, while the butyl moiety established alkyl interactions with Trp279 and Phe290 of AChE (PDB: 1EVE), respectively. Furthermore, 50 exhibited various π–π interactions and π-cation bonds with Phe330, Trp84, and Glu199 of AChE. The benzyl ether group was located in the MAO-B (PDB: 2V60) entrance cavity and formed several interactions (hydrogen bonds, π-sigma and π–π interactions) with key amino acids such as Ile199, Cys172, and Tyr326.

While most potent MAO-B inhibitors are characterised by small molecular size, an indole-based molecule of large size synthesised using the linkage approach, compound 51, displayed potent and balanced AChE and MAO-B inhibitory activities with IC50 values of 0.042 and 0.33 μM, respectively101. These effects were attributed to its interactions with Trp86, Tyr124, Trp286, Tyr341, and Phe338 of AChE (PDB: 4EY7) through π–π interactions, as well as interactions with Gly120 and Tyr133 through hydrogen bonds. Additionally, two balanced dual inhibitors 52 and 53 (IC50 = 3.70 and 2.41 μM for AChE, respectively; 2.62 and 1.84 μM for MAO-B, respectively) were synthesised using the fusion approach to fuse the carbamate moiety into the indole core102. As expected, the carbamate moieties established π-H interactions with CAS Trp84 of AChE (PDB: 1EVE), which is an important interaction for AChE inhibition. The indole cores interacted with Trp334 and Phe330 through π–π interactions. On the other hand, 52 and 53 entered the substrate cavity of MAO-B (PDB: 2V5Z) and generated the π-H interactions with the FAD. These interactions played a crucial role in supporting the moderate MAO-B inhibitory activities observed for these two compounds.

To improve the brain permeability, the fusion approach was used to synthesise compound 55103 by replacing the imidazole ring of the lead 54 (IC50 = 0.324 and 1.427 μM, respectively) with the benzimidazole ring. Although the MAO-B inhibitory potency slightly decreased (IC50 = 2.117 μM), the AChE inhibitory activity significantly increased with an IC50 value of 0.032 μM, and the BBB permeability improved. Furthermore, 55 demonstrated the ability to reverse cognitive impairment induced by scopolamine in mice, and showed good oral bioavailability (F = 45.55%), suggesting its potential for AD therapy. Using the fusion approach, benzimidazole-based molecule 56 was obtained, exhibiting more potent and balanced dual inhibition against the two enzymes (IC50 = 0.024 and 0.041 μM, respectively)104. Aβ42 ligand investigation revealed that dual inhibitor 56 showed higher anti-Aβ42 aggregation than curcumin and similar activity to that of donepezil. Docking studies showed that the benzimidazole and the phenyl moieties generated π–π interactions with AChE (PDB: 4EY7) Trp286 and Tyr341, respectively. Besides, the quaternary amine established a hydrogen bond with Glu202. Regarding MAO-B (PDB: 2V5Z), the benzimidazole core generated π–π interaction with Trp119, and the carbonyl group formed a hydrogen bond with Tyr345.

Two indazole scaffold-based candidates 57 and 58 were created using the linkage approach, but they exhibited unbalanced dual inhibitory activities. Although they showed no AChE inhibition (21.6%, and 17.9% at 100 μM), exhibited notably MAO-B inhibitory activity (IC50 = 0.586, 0.386 nM respectively)105. This result suggested that the presence of AChE inhibitory moieties was indispensable for the AChE and MAO-B dual inhibitors. The docking study of potent and balanced dual inhibitors 59 and 60 (IC50 = 23.4, and 27.8 nM for AChE, respectively; 40.3 and 56.7 nM for MAO-B, respectively)106 obtained by using the fusion approach, further supported this observation. Both compounds were derived from a benzothiazole scaffold. In the AChE (PDB: 4EY7) docking study, the benzothiazole moiety of dual inhibitor 59 established π–π interaction with Trp286, and its carbonyl moiety formed a hydrogen bond with Phe295 in PAS. The N atoms of piperazine bound to Trp86 and Try337 by cation-π interactions, and a salt bridge was established with Asp74. Additionally, the N atom of dimethylaminoethyl moiety generated a hydrogen bond with Ser125. In the MAO-B (PDB: 2V5Z) docking study, the benzothiazole ring formed an aromatic-hydrogen bond with Pro102. The terminal N atom of the dimethylaminoethyl side chain and the N atom in the 1st position of the piperazine established cation–π interactions with Try435 and Tyr398, respectively. In addition, the piperazine ring formed a hydrogen bond with the carbonyl adjacent to the N5 of FAD.

Imine and hydrazone-based inhibitors

The C = N group has been widely reported as effective regulator of the interaction between inhibitors and enzyme, thus making imine and hydrazone derivatives potent MAO-B inhibitors in the past107. Moreover, the imine nitrogen of the hydrazine could form a hydrogen bond with Tyr407108. Therefore, the C = N group has been widely investigated as an effective linker in seeking for potent AChE and MAO-B dual inhibitors (Figure 14).

Figure 14.

Figure 14.

Structures of imine and hydrazone-based inhibitors.

Several imine-based anti-AD compounds have been synthesised using the linkage approach, and evaluated by researchers105,109,110. However, these compounds such as compounds 61 and 62, showed unbalanced dual-target inhibitory potency, with no AChE inhibition, but potent MAO-B inhibitory abilities (IC50 values of 0.612 and 0.049 μM, respectively). Compared to 61 and 62, compound 63 displayed potent AChE inhibitory activity (IC50 = 0.057 μM), but remained an unbalanced MAO-B inhibitor (52.28% at 1 mM). Interestingly, a series of potent and balanced dual inhibitors (64–67)111–113 were obtained using the linkage approach when the hydrazone was designed as a linker to the substitute imine group.

The piperonylic acid derived hydrazones 64 (IC50 = 0.052 μM for AChE, and 0.89 μM for MAO-B) and 65 (IC50 = 0.85 μM for AChE and 0.034 μM for MAO-B) displayed balanced inhibitory activities against target enzymes. But 65 demonstrated more potent MAO-B inhibitory potency, suggesting that the propargyl substitution could improve the MAO-B inhibitory potency. In the AChE (PDB: 4EY7) binding mode, 64 formed two hydrogen bonds with Asp74 and Phe295, and 65 formed four hydrogen bonds with Phe295, Gly122, Gly121, and Ala204. Additionally, hydrophobic interactions established between both compounds and Val294, Phe338, Tyr337, and Trp28 were observed. Regarding MAO-B (PDB: 2V5Z), the isatin moieties of both compounds were oriented towards FAD, and a hydrogen bond was established between 64 and Tyr435, while four hydrogen bonds were observed between 65 and Ile199, Tyr326, Gln206, and Ile198.

The aromatic aldehyde hydrazone derivative 66112 was created by using the linkage approach. It exhibited weak AChE inhibition (IC50 = 16.5 μM), but showed excellent MAO-B inhibitory potency with an IC50 value of 0.025 μM, possibly due to the absence of AChE inhibitory pharmacophore. In the light of this, the potent and balanced quinoxaline scaffold-based dual inhibitor 67 was developed by using the linkage approach to fuse the AChE CAS inhibitory pharmacophore103. This lead compound showed potent and balanced AChE and MAO-B inhibitory activity (IC50 = 0.028 and 0.046 μM, respectively). In the AChE (PDB: 4EY7) docking study, π–π interactions were established between the quinoxaline and Trp286, as well as the phenyl ring and Phe338, and Tyr341. Two crucial hydrogen bonds were established between the hydrazone moiety with Arg296 and Phe295, respectively. In addition, the N atom of the dimethylaminoalkyl fragment formed a salt bridge with Glu202. In the docking study of MAO-B (PDB: 2V5Z), the quinoxaline core and phenyl ring bound to Tyr435 and Tyr326 through π–π interactions, respectively. The hydrazine and dimethylaminoalkyl moieties formed hydrogen bonds with Glu206 and Pro102, respectively.

Other scaffold-based inhibitors

In addition to the AChE and MAO-B candidates mentioned above, extensive research has been conducted on other scaffold-based dual inhibitors (Figure 15). Compound 68, 3,4-dihydropyrimidin-2(1H)-one-based dual inhibitor114, showed moderate AChE inhibitory potency and potent MAO-B inhibitory activity with IC50 values of 2.86 and 0.34 μM, respectively. Another potent and balanced dual inhibitor, pyridoxine scaffold-based compound 69 (IC50 = 0.081 and 0.039 μM, respectively) was synthesised using the linkage approach115. A docking study showed that it bound to Tyr435 and Tyr398 of AChE (PDB: 4EY7) through π–π interactions, and embedded in the entrance cavity of MAO-B (PDB: 2BYB) which was formed by Tyr69, Ile199, Leu167, Gln206, Ile316, and Leu171. In addition, notable π–π interactions were observed with Tyr435 and Tyr398 in the substrate cavity of MAO-B.

Figure 15.

Figure 15.

Structures of other scaffold-based inhibitors.

Youdim50 designed and synthesised the inhibitor 70 using the fusion approach, which served as the prodrug for compound 71. Compound 70 showed potent AChE inhibitory activity with an IC50 value of 0.52 μM, but exhibited limited MAO-B inhibitory potency (IC50 = 7.90 μM) and metal affinity (Fe, Cu, and Zn). Interestingly, upon metabolism by AChE, it released 71 to restore the abilities of metal ions chelation and MAO-B inhibitory activity (IC50 = 0.057 μM), suggesting that 70 hold promise as a multi-target lead for AD therapy. Compound 72, synthesised using the linkage approach, was a dual inhibitor based on 1(2H)-phthalazinone scaffold116. Although various interactions such as hydrogen bond and π–π interactions have been established (AChE, PDB: 1EVE), it displayed only moderate AChE inhibition (IC50 = 8.2 μM). However, it exhibited potent MAO-B inhibitory activity with an IC50 value of 0.7 μM. In the MAO-B (PDB: 2V60) docking study, the phthalazinone core of 72 formed hydrogen bonds with crucial residues Cys172 and Tyr407. Similarly, compounds 73, 74, and 75 were obtained using the linkage or fusion approaches. They displayed moderate AChE inhibition (IC50 = 2.9, 0.442, and 7.31 μM, respectively), but weak MAO-B inhibition (IC50 = 16.6, 6.43, and 26.1 μM, respectively)117–119, suggesting that a rigid scaffold is necessary for potent MAO-B inhibitors.

Fluoxetine and sertraline, used as antidepressant drugs in clinical practice, have recently been explored for the design of anti-AD drugs. Nadeem et al.120 developed a series of potent and balanced AChE and MAO-B dual inhibitors by using the linkage approach to fuse the structural features from fluoxetine and sertraline into the tacrine, donepezil, and certain antidiabetic drugs (pioglitazone, ciglitazone, rosiglitazone, and troglitazone). Among them, 76–80 exhibited the best dual inhibitory activities (IC50 = 0.024, 0.010, 0.035, 0.015, and 0.008 μM for AChE, respectively; IC50 = 0.011, 0.015, 0.180, 0.157, and 0.031 μM for MAO-B, respectively), and showed good safety profiles (2000 mg·kg−1). Molecular docking studies revealed that these compounds could interact with residues of AChE (PDB: 2CKM) including Trp84, Phe330, Trp279, and Tyr70 through π–π interactions. Besides, hydrogen bonds were observed with Tyr121 and Tyr334. In the case of MAO-B (PDB: 2V5Z), these compounds established hydrogen bonds with Tyr188, Tyr326, and Trp388, and π–π interactions with Tyr398 and Tyr435.

The diclofenac derivative 81 displayed moderate AChE inhibition (IC50 = 2.58 μM) but weak MAO-B inhibition (IC50 = 13.07 μM). In order to discover potent and balanced AChE and MAO-B dual inhibitors, Javed′s group121 synthesised several diclofenac derivatives based on the lead 81 by using the linkage or fusion approaches. Among them, 82, 83, and 84 demonstrated potent and balanced AChE and MAO-B inhibitory activities. In particular, 84 exhibited the ability to cross the BBB and demonstrated non-neurotoxicity at the dose of 2000 mg kg−1 in vivo. Docking studies demonstrated the formation of π–π, hydrogen bond, and π-S interactions between 84 and Trp84, Phe330, Phe331, Tyr121, Trp279, and Tyr334 of AChE (PDB: 1EVE). On the other hand, six hydrogen bonds were observed between 84 and Arg42, Cys197, Ile199, Gln206, Tyr326, and Trp388 of MAO-B (PDB: 2V5Z). These interactions provided an explanation for its functional profiles.

Conclusion and prospect

In spite of AChE has been the most successful target in development of anti-AD drugs, AChEIs approved by FDA have been only employed for symptomatic treatment of AD. MAO-B has emerged as another promising target against AD due to the discovery of its overexpression in AD patients′ brain and the establishment of an oxidative stress state. Therefore, we have conducted a comprehensive review of the dual inhibitors targeting both AChE and MAO-B published in recent years.

The methods for implementing MTDLs strategy and the primary characteristics of AChE and MAO-B active pockets were summarised in this review. Based on this, dual inhibitors targeting both AChE and MAO-B, including chalcone, couumarin, chromone, benzo five-membered ring, imine, and hydrazone scaffolds, were systematically classified according to their structural characteristics. Additionally, an in-depth analysis of their design strategies, docking studies, and SARs was conducted. Phe295, Phe288, and Tyr121 of AChE could form hydrogen bonds with ligands, and Trp279, Trp286, Phe330, Phe334, Phe338, and Tyr341 generated π–π interactions. Moreover, Tyr72 and Tyr334 established hydrogen bonds and π–π interactions. Similarly, Cys172, Ile198, Ile199, Gln206, Tyr188, Arg42, and Pro102 of MAO-B could form hydrogen bonds with ligands, Tyr326, Tyr398, and Tyr435 established hydrogen bonds and π–π interactions. These above-mentioned residues played a crucial role in determining the AChE and MAO-B inhibitory activities of ligands, providing the useful clues for designing reasonable dual inhibitors of AChE and MAO-B by predicting whether ligands could generate interactions with these crucial residues.

However, great challenges still exist to develop balanced and potent dual inhibitors targeting both AChE and MAO-B due to the inherent structural limitations of both enzymes themselves. The CAS site for AChE is located at the bottom of a deep and narrow gorge (about 20 Ǻ long and as narrow as 4.5 Ǻ). While the active sites of MAO-B is composed of the “entrance cavity” (about 290 Å3) and a larger hydrophobic substrate cavity (420 Å3). This meant that both enzymes often lack the ability to share the same pharmacophores, making the discovery of potent and balanced dual inhibitors of AChE and MAO-B an extremely difficult process. With the advancement of artificial intelligence, CADD strategies have played an important role in new drug discovery, offering an effective approach to solve this challenge. The high-throughput screening, energy calculation, affinity prediction based on this technique can significantly improve the efficiency in designing dual inhibitors of AChE and MAO-B, avoiding the arduous process of blind phenotype-based screening, and creating the well-balanced and potent candidates that cross the BBB with high bioavailability and low toxic side effects.

Encouragingly, lecanemab, the second Aβ-targeting drug after aducanumab, has been fully approved by the FDA for the treatment of AD this year. This approval not only provides solid evidence for the Aβ hypothesis of AD, but also represents a significant milestone in AD therapy, bringing new hope for AD patients. In addition, due to the complex nature of AD, various therapies are undergoing clinical trials, such as anti-tau, synaptic plasticity/neuroprotection, and anti-inflammation therapies. Furthermore, recent studies have identified new opportunities and possible targets for AD therapy such as β2-microglobulin, microRNA-132, and Bacillus Calmette-Guérin. With the continuous advancement of research, the complex nature of AD will gradually be understood, leading to the discovery of more effective drugs. The treatment of AD will present diverse prospects and the combination of multiple approaches may bring more clinical benefits to AD patients.

Funding Statement

This project was supported by the Zhejiang Key R&D Program (No. 2021C03085); National Key R&D Program of China (2021YFC2100800); National Natural Science Foundation of China, NSFC (Grant No. 21978273 and 22378360); China Postdoctoral Science Foundation, CPSF (No. 2021M702897).

Authors contributions

Writing-original draft preparation, Dajiang Zou; writing-review and editing, Dajiang Zou, Renzheng Liu, Yangjing Lv, Jianan Guo, Changjun Zhang; supervision, Yuanyuan Xie. All authors have read and agreed to the published version of the manuscript.

Disclosure statement

No potential conflict of interest was reported by the author(s).

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