Abstract
Isoliquiritigenin (= 4,2′,4′-Trihydroxychalcone) (ILG) is a major constituent of the Glycyrrhizae Rhizoma that has significant neuroprotective functions. In the present study, we re-examined the potential of ILG to inhibit human monoamine oxidase (hMAO) in vitro and established its mechanism of inhibition through a kinetics study and molecular docking examination. ILG showed competitive inhibition of hMAO-A and mixed inhibition of hMAO-B with IC50 values of 0.68 and 0.33 µM, respectively, which varied slightly from the reported IC50 values. Since ILG has been reported to reduce dopaminergic neurodegeneration and psychostimulant-induced toxicity (both of which are related to dopamine and vasopressin receptors), we investigated the binding affinity and modulatory functions of ILG on dopamine and vasopressin receptors. ILG was explored as an antagonist of the D1 receptor and an agonist of the D3 and V1A receptors with good potency. An in silico docking investigation revealed that ILG can interact with active site residues at target receptors with low binding energies. These activities of ILG on hMAO and brain receptors suggest the potential role of the compound to ameliorate dopaminergic deficits, depression, anxiety, and associated symptoms in Parkinson’s disease and other neuronal disorders.
Subject terms: Biotechnology, Computational biology and bioinformatics, Drug discovery, Plant sciences
Introduction
Neurodegenerative diseases (NDDs) include a heterogeneous set of disorders characterized by progressive and irreversible damage to the neurons of the central nervous system (CNS) that can lead to functional and mental impairments1. Alzheimer’s disease (AD) and Parkinson’s disease (PD) are the common neurodegenerative disorders; each has a prevalence of approximately 1% of the elderly population in their late sixties and even more in the latter decades of life2. PD is a nervous system disorder characterized by progressive degeneration of nigrostriatal dopaminergic neurons in the midbrain, resulting in depletion of striatal dopamine (DA). Motor symptoms (such as tremor at rest, rigidity, bradykinesia, and postural instability) are the hallmarks of PD and often are accompanied by non-motor features, like cognitive dysfunction, depression, anxiety, and other socio-behavioral anomalies. Multiple mechanisms that provoke neurodegeneration have been proposed, such as complex molecular changes involving DA and non-dopamine neurons (such as cholinergic and gamma-aminobutyric acid-B [GABA]ergic neurons) and non-neuronal cells (such as microglia and astrocytes), perturbed cell functions like mitochondrial dysfunction resulting from excessive reactive oxygen species (ROS) or either underexpression or mutation of protective genes like peroxisome proliferator-activated receptor-gamma activator-1α (PGC-1α) and parkin-associated proteins (PARK6, PARK7, and PARK8). In addition, α-synuclein aggregation is a pathological marker of PD. Overall, the pathogenesis of PD represents a complex multifactorial process involving neurodegeneration and progression of the disease3,4.
For multifactorial diseases like PD that have intertwined pathophysiological routes, the “one gene, one target, one drug” paradigm might be inadequate to achieve the required therapeutic effect. Therefore, multi-target treatment strategies like combination therapy (also known as cocktail-drug therapy) that combines two or more drugs with an independent mechanism of action to obtain either an added or a synergistic effect are common. For instance, levodopa (l-Dopa) often is combined with a DA receptor agonist, a monoamine oxidase-B (MAO-B) inhibitor, or a catechol-O-methyltransferase inhibitor to allay motor symptoms in advanced PD. Such combination nevertheless holds drawbacks, such as polypharmacology-related adverse drug reactions due to varying pharmacokinetic and pharmacodynamics profiles of each drug and medication non-adherence and noncompliance. Thus, another multi-target strategy in which a single chemical entity can influence more than one target has piqued the interest of medicinal chemists. This approach can avoid adverse effects associated with combination drugs and attain a more predictable pharmacokinetic profile of a single drug compared to the multiple drugs administered in combination therapy3,5.
Licorice is an ancient medicinal herb constituting three main species: Glycyrrhiza glabra L., Glycyrrhiza uralensis Fish. ex DC., and Glycyrrhiza inflata Batalin. Licorice (Glycyrrhizae Rhizoma) possess multiple pharmacological activities (such as antioxidant, anti-inflammatory, anti-diabetic, anti-cancer, and memory-enhancing effects) owing to the constitution of a variety of bioactive constituents including chalcones (isoliquiritin, isoliquiritin apioside, licuraside, isoliquiritigenin, and licochalcone A), isoflavonoids (licoricidin and glabridin), flavanones (liquiritin, liquiritin apioside, and the estrogenic liquiritigenin), the prenyl flavanoid glycycoumarin, the triterpene glycyrrhetinic acid, and the saponin glycyrrhizin6,7. Of these, isoliquiritigenin (ILG) (= 4,2′,4′-trihydroxychalcone) represents one of the most pharmacologically important components of the Glycyrrhiza root and its chemical structure is presented in Fig. 1. It has exhibited significant antiproliferative activity on different cancer cells, along with anti-inflammatory, hepatoprotective, cardioprotective, antiangiogenic, antimicrobial, immunoregulatory, neuroprotective, and diabetic complication-preventing effects8–10. Recently, multiple studies have explored the promising effects of ILG as a neuroprotective and neurorescueing compound through inhibition of intracellular ROS generation; antioxidative action; attenuation of synaptic dysfunction, neuronal damage, and neuroinflammation, confirming its usefulness in neurodegenerative diseases11–14.
Monoamine oxidases (MAOs) are the principal flavoproteins responsible for the catalytic breakdown of monoamine neurotransmitters, and two isoforms of MAO (MAO-A and MAO-B) are present in human tissues. Serotonin and norepinephrine are selectively metabolized by MAO-A, whereas phenylethylamine and benzylamine are preferentially degraded by MAO-B. DA, tyramine, and tryptamine are deaminated by both forms of MAOs15. Thus, the inhibitors of MAO can be used as both prophylactic and therapeutic agents in neurodegenerative disorders, including AD, PD, anxiety, depression, and schizophrenia, where a loss of monoamines is observed16–19. Earlier studies have shown that ILG can inhibit MAOs, however, its inhibitory potential varies according to animal models. ILG displayed a weak inhibition of MAO from bovine serum (50% inhibition of MAO activity at concentrations > 200 µM)20. Whereas, ILG isolated from Sinofranchetia chinensis demonstrated significant inhibition of rat brain MAO-A and MAO-B (rMAO-A/B), with IC50 values of 13.9 and 47.2 µM, respectively21. ILG inhibited human MAO-A (hMAO-A) and human MAO-B (hMAO-B), with IC50 values 41.5 and 21.8 µM, respectively22.
A study by Zhuo et al. on the hMAO inhibitory activities of ILG derivatives found that ILG is selective toward hMAO-B, in contrast to higher selectivity toward rMAO-A. The synthesized compound C8 showed higher potency and selectivity for hMAO-B than ILG; the enzymatic activity of C8 against hMAO-B was about 16 times greater than that of ILG. However, molecular docking showed greater proximity of ILG toward the catalytic site active residues of hMAO-B than of C822–24. To examine the incongruent results between the enzymatic activity and the in silico docking study and to investigate the reproducibility of the inhibitory action of ILG on recombinant hMAOs, we re-evaluated the functions of ILG on hMAO-A and hMAO-B using a homogenous luminescent assay, enzyme kinetics, and molecular simulation studies. The present work includes a detailed study of inhibition kinetics and an in silico docking study focusing on the ILG-hMAO (A/B) complex, which has not been reported.
ILG was found to suppress cocaine-induced DA release in the rat brain by modulating the gamma-aminobutyric acid-B (GABAB) receptor25 and also, inhibit N-methyl-d-aspartate receptor-induced Ca2+ influx26. Pretreatment with ILG controlled the hyperlocomotion caused by methamphetamine (METH) treatment in mice but did not cause a significant change in the monoamine levels in tissues of the cerebral cortex, striatum, nucleus acumen, thalamus, or hypothalamus27. METH is a psychoactive agent that increases the extracellular DA level either by suppressing DA reuptake or internalization of dopamine transporter (DAT) from the plasma membrane or stimulation of DA efflux, and results in rewarding and addictive effect28. Repeated administration of METH was demonstrated to affect the nigrostriatal DA pathway causing the neurodegeneration of dopaminergic terminals and subsequent reduction in tyrosine hydroxylase, DAT, and striatal DA levels, predisposing the patient to PD. Dopamine receptors (DARs) mediate various cognitive and behavioral functions associated with DA, and DA D1 type receptor (D1R and D5R) antagonism was found to prevent amphetamine-induced striatal neurodegeneration29,30. In addition, Everett et al. demonstrated that V1AR plays a substantial role to mediate the inhibitory action of oxytocin on METH-primed reinstatement and drug-seeking behaviors31. Thus, our present study aimed to assess the plausible role of ILG on G-protein coupled receptors (GPCRs), such as DARs (D1R, D2R, D3R, and D4R), and the vasopressin receptor (V1AR) via radioligand binding and functional GPCR assays.
Results
Inhibitory activity of ILG on recombinant human monoamine oxidases
ILG exhibited a strong inhibitory effect against hMAO-A and hMAO-B, as indicated by the low IC50 and Ki values (Table 1). ILG inhibited hMAO-A with an IC50 0.68 ± 0.03 µM in a competitive manner and had a Ki value of 0.16 ± 0.00 µM. Whereas, it showed mixed inhibition of hMAO-B, with an IC50 0.33 ± 0.02 µM, and Kic and Kiu values of 0.094 ± 0.00 and 0.71 ± 0.01 µM, respectively. The modes of enzyme inhibition were determined by enzyme kinetics analyses and were represented graphically by Lineweaver–Burk, Dixon, and secondary plots (Fig. 2). The results indicated that ILG can suppress the activity of hMAO-B more efficiently than that of hMAO-A provided that a lower concentration is required to achieve the same level of activity (IC50 values); as Kic < Kiu, the compound has a greater affinity to inhibit unbound enzymes compared to substrate-bound enzymes.
Table 1.
Compounds | hMAO-A | hMAO-B | SId | |||||
---|---|---|---|---|---|---|---|---|
IC50† | Kib | Inhibition typec | IC50† | Kicb | Kiub | Inhibition typec | ||
Isoliquiritigenin | 0.68 ± 0.03 | 0.16 ± 0.00 | Competitive | 0.33 ± 0.02 | 0.094 ± 0.00 | 0.71 ± 0.01 | Mixed | 2.06 |
l-Deprenyl⋅HCla | 13.84 ± 2.14 | – | – | 0.11 ± 0.002 | – | – | – | 125.81 |
Clorgyline⋅HCla | 0.02 ± 0.00 | – | – | – | – | – | – | – |
ND: not determined; (–): not tested.
†The IC50 value (μM) was calculated as mean ± standard deviation of triplicate assays.
aPositive control, expressed as µM.
bThe hMAO inhibition constants (Ki) were obtained from secondary plots.
chMAO inhibition type was determined using Lineweaver–Burk and Dixon plots.
dThe selectivity index (SI) was determined as the ratio of IC50 for hMAO-A inhibition to IC50 for hMAO-B inhibition.
Computational interaction study of ILG with hMAOs
The overall docking results including the binding energy and the interacting residues of hMAO-A and hMAO-B when ILG binds to these enzymes are shown in Table 2 and Fig. 3. To optimize and verify the docking simulation study, the reference ligand, harmine, was docked to hMAO-A (2BXR), while C17 was docked to hMAO-B (2V60). From the best pose obtained for the ligand-enzyme complex, the binding modes of ILG at active sites of the hMAO isoenzymes were visualized.
Table 2.
Ligands | Binding energya | Interacting residuesb | |
---|---|---|---|
H-bond | Hydrophobic | ||
hMAO-A (2BXR) | |||
Isoliquiritigenin (catalytic) | − 7.44 | FAD600, Thr336, Tyr444 | Ile335 (Pi-Sigma), Leu337 (Pi-Sigma), Phe208 (Pi-Pi Stacked), Tyr407 (Pi-Pi T-shaped) |
HRMc (Harmine) | − 6.46 | FAD600 | Tyr444 (Pi-Sigma), FAD600 (Pi-Sigma, Pi-Pi T-shaped, Pi-Alkyl), Tyr444 (Pi-Pi Stacked), Phe352 (Pi-Pi T-shaped), Tyr407 (Pi-Alkyl), Ile335 (Pi-Alkyl) |
hMAO-B (2V60) | |||
Isoliquiritigenin (catalytic) | − 8.69 | Cys172, FAD1502, Ile199, Tyr398 | Ile199 (Pi-Sigma), Ile171 (Pi-Sigma), Tyr398 (Pi-Pi Stacked), Cys172 (Pi-Sulfur) |
Isoloquilitigenin (allosteric) | − 8.03 | Pro104, His115, Asn116, Asp123 | Arg120 (Pi-Alkyl), Val106 (Pi-Alkyl), Trp119 (Pi-Pi Stacked) |
Safinamided | − 9.45 | Ile199, Cys172, Pro102 | FAD1502 (Halogen: Fluorine), Tyr398 (Pi-Pi Stacked), Tyr435 (Pi-Pi Stacked), Tyr326 (Pi-Pi T-shaped), Leu171 (Pi-Sigma), Cys172 (Pi-Sulfur) |
C17e | − 10.60 | FAD1502, Ile198 | FAD1502 (Pi-Sigma), Tyr398 (Pi-Pi Stacked), Tyr435 (Pi-Pi Stacked), Tyr326 (Pi-Pi T-shaped), Leu171 (Pi-Sigma, Pi-Alkyl, Alkyl), Ile199 (Pi-Sigma, Alkyl), Leu167 (Alkyl), Phe168 (Pi-Alkyl), Cys172 (Pi-Sulfur) |
aThe estimated binding energy (kcal/mol), which signifies the binding affinity of a ligand to the active site of hMAO-A and hMAO-B.
bThe interacting amino acid residues in the ligand-enzyme complex were determined using the AutoDock 4.2 program.
cHarmine, reference ligand; 7-methoxy-1-methyl-9H-pyrido[3,4-b]indole.
dSafinamide, reference reversible hMAO-B inhibitor; (2S)-2-[[4-[(3-fluorophenyl)methoxy]phenyl]methylamino]propenamide.
eC17, reference ligand; N7-[(3-chlorophenyl)methoxy]-2-oxochromene-4-carbaldehyde.
ILG interacted with the catalytic site residues of hMAO-A with a binding energy of − 7.44 kcal/mol, which was lower than that required for the standard ligand harmine (− 6.46 kcal/mol). The docking pose revealed that the 2′,4′-dihydroxyphenyl moiety of ILG occupied the central catalytic site of the hMAO-A and interacted with Tyr407 via a π-π T-shaped hydrophobic bond, and with Tyr444 and flavin adenine dinucleotide (FAD) via H-bonds. A carbonyl group at C1 was aligned toward FAD, which enabled its interaction with FAD through an H-bond. The aromatic ring of the 4″-hydrophenyl moiety engaged in hydrophobic interactions with active site residues Ile335, Leu337, and Phe208 through π-σ and π–π stack bonds. A H-bond between 4″-OH and Thr336 was also formed in the ILG‒hMAO-A complex.
Unlike hMAO-A, the orthosteric site structure of hMAO-B entails two cavities: a substrate cavity lined by numerous aromatic and aliphatic amino acid residues and an entrance cavity that lies adjacent to the substrate cavity. An aromatic cage formed by Tyr398 and Tyr435 along with FAD represents the recognition site for catalysis, while Tyr 326, Ile199, and Leu171 act as the key gating residues between the entrance and substrate binding cavity23. Molecular analysis revealed that ILG could bind with the residues of the substrate-binding cavity and the hydrophobic cavity between the substrate cavity and entrance cavity of the enzyme with a binding energy of − 8.69 kcal/mol. The 4″-hydroxyphenyl moiety of the compound interacted with Tyr398 and FAD, while another aromatic ring (2′,4′-dihydroxyphenyl moiety) was aligned to interact with gating residues Leu171 and Ile199. Pi-sulfur and H-bond interactions were formed with Cys172, a residue in the hydrophobic cavity, via 2′,4′-dihydroxyphenyl moiety and 1-CO group, respectively. In addition to catalytic interactions, ILG formed bonds with allosteric site residues of hMAO-B, with − 8.03 kcal/mol of binding energy (Fig. 3c,f). Polar H-bond associations with Pro104, His115, Asn116, and Asp123 and non-polar interactions with Val106, Trp119, and Arg120 were observed at the allosteric site.
Receptor binding profile of ILG
The binding affinity of ILG to the human dopaminergic D1, D2, D3, and D4 receptors was measured in vitro by displacement of antagonist radioligands [3H]SCH23390 and [3H]methylspiperone from the recombinant Chinese hamster ovary (CHO)-D1R, human embryonic kidney (HEK)-D2LR, CHO-D3R, and CHO-D4R cell membranes. The V1AR binding property was evaluated by the agonist radioligand binding assay using [3H] arginine vasopressin (AVP) on the V1AR-transfected CHO cells and validated using AVP as a reference. Screening the binding property of ILG at 100 μM revealed significant inhibition of control-specific binding (> 50%) for D1R, D3R, and V1AR and moderate inhibition of D4R with 44.8% inhibition of control-specific binding (Table 3). High radioligand displacement was observed on the CHO-D1R membrane (96.0%), whereas no binding affinity was seen on the HEK-D2LR membrane.
Table 3.
Receptors | Radioligand | % Inhibition of control-specific bindinga | Reference antagonist | Reference IC50b |
---|---|---|---|---|
D1 | [3H]SCH23390 | 96.0 | SCH23390 | 0.5 |
D2L | [3H]methylspiperone | 21.3 | (+)Butaclamol | 2.6 |
D3 | [3H]methylspiperone | 52.2 | (+)Butaclamol | 4.1 |
D4 | [3H]methylspiperone | 44.8 | Clozapine | 93 |
V1A* | [3H]AVP | 60.8 | [d(CH2)51,Tyr(Me)2]-AVP | 1.4 |
*Agonist binding.
aValues are presented as the mean of the percent inhibition of control specific binding by 100 µM isoliquiritigenin performed in duplicate.
bThe IC50 value of the reference antagonist (nM).
Modulatory action of ILG on D1, D3, and V1A receptors
The preliminary in vitro binding screening using 100 μM ILG indicated a high binding affinity for the D1R, D3R, and V1AR receptors. Since binding assays are limited to determining the affinity and selectivity of ligands to receptors, we conducted cellular functional assays to reveal agonist or antagonist behavior of ILG on D1R, D3R, and V1AR. Functional GPCR assays showed that ILG is a D1R antagonist and a D3R and V1AR agonist. As shown in Table 4, 100 µM ILG inhibited the D1R control agonist response by 91.9 ± 3.1% and stimulated D3R and V1AR by 92.7 ± 0.5% and 73.3 ± 4.0% of the control agonist response, respectively. Figure 4 shows the dose–response curve obtained as the percent inhibition of the control agonist response on D1R and the percent of the control agonist response on D3R and V1AR. The concentration required to produce 50% of agonist response (EC50) or antagonist response (IC50) of ILG along with those of the reference drugs on the tested receptors are presented in Table 4. As a D1R antagonist, ILG had an IC50 value of 68.9 ± 0.3 µM, whereas, for D3R and V1AR stimulation, the EC50 values were 62.3 ± 0.2 and 78.6 ± 2.7 µM, respectively.
Table 4.
Receptors | % Stimulationa (% Inhibition)b | EC50c (IC50)d | Reference agoniste (reference antagonist)f | Reference EC50g (IC50)h |
---|---|---|---|---|
D1 | − 0.5 ± 2.1 (91.9 ± 3.1) | 68.9 ± 0.2 | Dopamine (SCH23390) | 44 (1.3) |
D3 | 92.7 ± 0.5 (− 6.5 ± 5.2) | 62.3 ± 0.2 | Dopamine (( +)Butaclamol) | 2.9 (17) |
V1a | 73.3 ± 4.0 (104.6 ± 1.8) AGO | 78.6 ± 2.7 | Vasopressin ([d(CH2)51, Tyr(Me)2]-AVP) | 0.46 (2.3) |
a,bThe % stimulation and the % inhibition denote the percentage of control agonist response and the percentage inhibition of the control agonist response by isoliquiritigenin at 100 µM.
cThe concentration producing a half maximal response (µM).
dThe concentration producing half maximal inhibition of the control agonist response (µM).
e,fReference agonists and reference antagonists used in the assay.
gThe EC50 value of the reference agonist (nM).
hThe IC50 value reference antagonist (nM). AGO: The test compound induced at least 25% agonist or agonist-like effects at this concentration.
Computational interaction study of ILG with D1, D3, and V1A receptors
To examine the possible interactions of ILG at the binding sites of D1R, D3R, and V1AR, computational docking analyses were carried out using AutoDock 4.2. Figures 5, 6, and 7 show the docking poses of ILG within the helices of D1R, D3R, and V1AR, respectively. Overall ligand-receptor interactions, including H-bonding, electrostatic and hydrophobic interactions, and binding scores, obtained from the docking of the receptors with the ILG and the reference ligands are presented in Table 5. ILG was located within the ligandbinding site of a human model of D1R (hD1R) and interacted with residues Asn292, Asp103, and Ile154 through H-bonds to three hydroxyl groups at C2′, C4′, and C4″ of ILG. Two phenyl rings of the chalcone moiety anchored with conserved residues Ile104, Phe288, and Ser198 of transmembranes (TM) 3, 6, and 5, respectively, via strong hydrophobic connections.
Table 5.
Ligand | Binding energy (kcal/mol) | Binding interacting residues | ||
---|---|---|---|---|
H-bond | Electrostatic | Hydrophobic | ||
hD1R | ||||
Isoliquiritigenin | − 6.12 | Ile154, Asp103, Asn292 | – | Ile104 (Pi-Sigma), Phe288 (Pi-Pi T-shaped), Ser198 (Amide-Pi Stacked) |
Dopaminea | − 6.68 | Asp103 (Salt bridge, OH bond), Ser202, Ser199, Ser198 | Phe288 (Pi-Cation) | Phe289 (Pi-Pi T-shaped), Ile104 (Pi-Alkyl) |
SCH23390a (Antagonist) | − 7.16 | Asp103 (Salt bridge), Ala195, Ser199 | – | Le104 (Pi-sigma), Leu190 (Pi-Sigma, Alkyl), Phe288 (Pi-Pi T-shaped), Ala195 (Alkyl, Pi-Alkyl), Leu295 (Alkyl) |
hD3R | ||||
Isoliquiritigenin | − 7.24 | Val189, Cys181, Asp110 | His349 (Pi-Cation) | Val189 (Pi-Alkyl), Val107 (Pi-Alkyl), Ile183 (Pi-Alkyl) |
Dopaminea | − 5.47 | Asp110 (Salt bridge, O–H bond), Tyr373, Ser192 | – | Val111 (Pi-Alkyl), Cys114 (Pi-Alkyl) |
hV1AR | ||||
Isoliquiritigenin | − 7.03 | Gln108, Cys124, Cys203, Gln131, Glu54 | Asp112 | Val127 (Pi-Sigma), Lys128 (Pi-Alkyl) |
AVPa | − 5.98 | Gln311, Ser314, Asp112, Glu54 | Lys128 | Phe117 (Pi-Alkyl), Trp204 (Pi-Alkyl), Lys128 (Pi-Alkyl) |
aReference ligands for hD1R, hD3R, and hV1AR.
Molecular docking of ILG with D3R revealed that ILG can bind to the orthosteric binding site (OBS) of D3R with a lower binding energy (− 7.24 kcal/mol) than that required for the reference agonist DA (− 5.47 kcal/mol). Polar interaction of 4′-OH was found with Asp110 of TM3, which was similar to the case of DA but without the formation of a salt bridge. Major interactions were observed with the amino acid residues of TMs 3 and 5, such as Val107 (via π-alkyl bonding to the 2′,4′-dihydroxyphenyl ring) and Val189 (via H-bond to 4′-OH and π-alkyl bonding to the 4″-hydroxyphenyl ring). An electrostatic π-cation linkage with the key OBS residue His348 was formed with the 4″-hydroxyphenyl moiety. Moreover, ILG extends toward the second extracellular loop (ECL2) and binds to Cys181 via a H-bond and to Ile183 via a non-polar bond.
Similarly, ILG was predicted to be buried within helices 1, 2, and 3 of V1AR with a binding energy of − 7.03 kcal/mol, which is lower than that required for AVP binding (− 5.98 kcal/mol). In silico docking displayed five hydrophilic connections of ILG with the residues of V1AR that were assisted by the 2′,4′,4″-hydroxy functional groups and a carbonyl group at C1. An electrostatic interaction of the 4″-hydroxyphenyl moiety with a non-conserved hydrophilic residue (Asp112 of TM2) was observed. Hydrophobic interactions of the 2′,4′-dihydroxy phenyl ring of ILG occurred with the Val127 and Lys128 residues of TM3. Of all molecular interactions, Glu54, Asp112, and Lys128 were the common binding residues compared with the reference agonist AVP.
Prediction of the drug-likeness and ADMET profile of ILG
Pharmacokinetic parameters and toxicity of ILG were predicted using SwissADMET and pkCSM applications. SwissADMET showed drug-likeness and lead-likeness of ILG with a lipophilicity of 2.37 (log Po/w) and a solubility of − 3.06 (soluble). A pkCSM application indicated high intestinal absorption (HIA) of ILG (> 90%) along with its probability to cross the blood brain barrier (BBB) and reach the CNS. It also predicted ILG as a safe drug-like molecule with no toxicity to hepatocytes or upon Ames testing (Table 6).
Table 6.
Compound | Drug-likeness | Lead-likeness | Log Po/wa | Solubilityb | HIAc | BBB permeabilityd | CNS permeabilitye | AMES toxicity | Hepatotoxicity |
---|---|---|---|---|---|---|---|---|---|
Isoliquiritigenin | Yes | Yes | 2.37 | − 3.06 | 91.096% | Yes (− 0.717) | − 2.205 | No | No |
aOctanol-water partition coefficient.
bLogS scale: Insoluble < − 10 < Poorly < − 6 < Moderately < − 4 < Soluble < − 2 < Very < 0 < Highly.
cHuman intestinal absorption: If < 30%, poorly absorbed.
dLog BB > 0.3 considered to readily cross the blood brain barrier, while log BB < − 1 considered to be poorly distributed to the brain.
eLog PS values > − 2 are considered to penetrate the CNS, while log PS values < − 3 are considered unable to penetrate the CNS.
Discussion
Of the multiple kinds of phytochemicals, flavonoids have been known to possess significant pharmacological action against different NDDs, including AD and PD32. ILG is a plant-derived chalcone that has shown promising effects against NDDs on multiple investigations9. Though earlier records of the MAO inhibition potential of ILG are available, we re-evaluated the human recombinant MAO inhibition potential of ILG obtained from Glycyrrhizae radix together with the investigation of enzyme kinetic parameters and the computational docking study to establish its mechanism of action.
In the in-vitro recombinant hMAO inhibition assay, ILG exhibited a remarkable inhibition of both hMAO-A and hMAO-B, with respective IC50 values 0.68 ± 0.03 and 0.33 ± 0.02 µM. This activity is significantly higher than the formerly reported activity by Zhou et al. at 61 times more potent against hMAO-A and 66 times more potent against hMAO-B. Nonetheless, in both of these studies, we found an approximately twofold higher selectivity of ILG for hMAO-B than for hMAO-A. Mohamed and colleagues had earlier investigated hMAO inhibition of ILG isolated from Colvillea racemosa and found selective hMAO-B inhibition with an IC50 value of 0.51 ± 0.01 µM, while that for hMAO-A inhibition was 22.66 ± 1.84 µM33. The variations in the potency of ILG for hMAO inhibition might have occurred due to different experimental conditions and procedures. To validate our results, we used the standard hMAO-A inhibitor clorgyline⋅HCl and the hMAO-B inhibitor l-deprenyl⋅HCl.
Although reports on hMAO inhibition by ILG are available, a detailed study on the mechanism of hMAO inhibition is lacking. Thus, our study incorporated an enzyme kinetics study of ILG for inhibition of hMAO isoenzymes and demonstrated concordant inhibition constant (Ki) values with respect to the IC50 values for each enzyme (Table 1). In a previous study, ILG showed non-competitive inhibition of rMAO-A and mixed inhibition of rMAO-B21. The present study found competitive inhibition of hMAO-A by ILG along with a similar mode of action against hMAO-B as in rMAO-B. Though rat and human MAO-A have a 92% similar sequence identity, crystallographic analysis has revealed that a significant structural difference between hMAO-A and rMAO-A exists in the conformation of residues 210–216, which are vital for the structure of the hMAO-A active site. Unlike hMAO-A, rMAO-A is a dimer and has a smaller substrate cavity. A recent study of hMAO inhibition found liquiritigenin (LG) to have very potent action against hMAO isoenzymes compared to its activity against rMAO isoenzymes34. In addition, screening of coumarin and 5H-indeno[1,2-c]pyridazin-5one derivatives for inhibition of MAOs of human and rat showed greater effectiveness of compounds against hMAO-B than against rMAO-B and no correlation between human and rat pIC50 values24,35. These findings support that results drawn from experimentation in one animal model cannot consistently be extrapolated to humans.
Our docking study showed good proximity of ILG toward the isoalloxazine of the FAD cofactor in hMAO-A and hMAO-B. ILG bonded with key residues of the hMAO isoenzymes through multiple polar and non-polar interactions that resulted in strong inhibition. In hMAO-A, the 2′,4′-dihydroxyphenyl ring was engaged in interaction with the major active site residues FAD, Tyr444, and Tyr407, while in the case of hMAO-B, the 4-hydroxyphenyl moiety was responsible for forming strong interactions with FAD and a catalytic residue Tyr398. The carbonyl oxygen of ILG assisted in the formation of a stable MAO-ILG adduct through H-bonding with important active site factors (FAD in hMAO-A and Cys172 in hMAO-B). LG, a structurally interrelated flavanone form of ILG, was reported to have strong inhibition of hMAO-A and hMAO-B, with IC50 values of 0.27 ± 0.04 and 0.098 ± 0.00 µM, respectively. Although these IC50 values suggest LG to be more potent than ILG, both compounds exhibited a greater affinity for hMAO-B as the binding energy for the hMAO-B was lower than that for hMAO-A34. 3-Deoxysappanchalcone, a 2′-methoxy-4′,4″-dihydroxychalcone, is related structurally to ILG and demonstrates a potent hMAO inhibition potential similar to that of ILG (IC50 values: 10.11 and 0.68 µM for hMAO-A and hMAO-B, respectively) with a higher affinity for hMAO-B (− 8.90 kcal/mol)36. Other natural chalcones, such as 4-hydroxyderricin, 2,2′-dihydroxy-4′,6′-dimethoxychalcone, and broussochalcone, also have notable hMAO inhibition potential36.
In vitro and in vivo studies have shown that ILG can protect dopaminergic neurons from METH37, 6–OHDA38, and glutamate-induced neurotoxicity39 and alleviate cognitive impairment12,14, anxiety, and locomotor sensitization40. Since the modulation of DA and vasopressin receptors has been found to affect cognition, anxiety, and neuronal survival, we evaluated the binding affinity of ILG to the D1R, D2R, D3R, D4R, and V1AR receptors to determine whether ILG can target these receptors and identified significant binding to D1R, D3R, and V1AR. The functional GPCR assay showed ILG to have D1R antagonist and D3R and V1AR agonist properties. A ligand-D1R interaction study revealed that ILG can bind with the active site residues Asp103, Ile104, and Phe288 similar to the reference antagonist SCH23390. It has been reported that interactions with Asp103, Asn292, and Ser198 residues are vital for strong binding affinity of the ligand to the D1R41. The molecular docking pose of D3R with ILG indicates that ILG extends between helices 3, 5, and 6 to the ECL2. Some ECL2 residues (182–185) form a part of the ligandbinding pocket of D3R, and interactions with ECL2 residues have been acknowledged for their selectivity of ligands between D2 and D3 receptors42. Thus, the binding of ILG with Cys181 and Ile183 of ELC2 might be responsible for the higher affinity of ILG for D3R compared to D2R. Cotte et al. reported that aromatic residues in V1AR play an insignificant role in the agonist’s binding affinity; however, the conserved hydrophilic residues Glu108, Lys128, and Gln185 contribute significantly to the V1AR agonist AVP binding43. The H-bonding with Gln108 and non-polar linkage with Lys128, along with other known agonist binding residues (such as Glu54, Cys203, Asp112, and Val127)44, were detected by computational docking of ILG with a 3D model of human V1AR.
For treatment of PD, l-Dopa is the gold standard therapy; however, prolonged use of l-Dopa causes dyskinesia and dystonia. DAR agonists stimulate the postsynaptic DARs and enhance the function of the DA system. Thus, they are considered the first choice in de nova patients to delay the onset of l-Dopa therapy45. Another pharmacological principle used to alleviate DA deficiency in PD is the use of reversible and irreversible hMAO-B inhibitors, such as selegiline, rasagiline, and safinamide. Clinical trials have shown improvement of motor symptoms when safinamide was used as an adjunct to l-Dopa or single DA receptor agonist therapy46. MAO-B as well as MAO-A inhibitors have neuroprotective functions since they suppress the oxidation of monoamines and prevent the resulting generation of ROS and neurodegeneration in NDDs, such as PD and AD. MAO-A inhibitors such as iproniazid and tranylcypromine are clinically indicated for depression. Moreover, MAO-A inhibition shows potential protective roles in cancer and myocardial damage47.
To treat the motor and non-motor complications of PD that can arise from fluctuations in l-Dopa concentration in the plasma and the pulsatile stimulation of DARs, DAR agonists can be used as an add-on therapy to l-Dopa48. The D2/D3 receptor agonist pramipexole was found to improve depression in PD, anhedonia, and motor deficits49. D1R activation has shown improvement in hippocampal neurogenesis and anxiolytic and antidepressant-like effects in a rat model of PD, whereas the D1R antagonist SCH23390 was found to inhibit stimulant-induced DAR supersensitivity50. Addictive psychostimulants like cocaine, amphetamines, and METH increase D1R activation, leading to the amplification of c-fos and fosB expression in the striatum. These elevations in c-fos and fosB along with the METH-induced increases in c-Jun, JunB, JunD, and Fra2 expression were all inhibited by pretreatment with the D1R antagonist SCH2339051. Although the expression of D1Rs is reduced in PD, increased stimulation of D1R signaling pathways has been linked to l-Dopa-induced dyskinesia52. The activation of D1Rs by METH is known to cause neurotoxicity of nigrostriatal dopaminergic neurons, and the deletion of D1Rs or D1R antagonism considerably protected against METH-induced neurotoxic effects53. Thus, the neuroprotective effects of ILG, which had previously been shown to impede METH-induced neurotoxicity37 and hyperlocomotion without alterations in monoamine levels27, can be attributed to its D1R antagonist behavior and MAO-inhibition potential.
Former investigations in neuroscience have reported that D3R agonists (such as 7-OH-DPAT) can restore nigrostriatal integrity by inducing neurogenesis and therefore improve locomotor function in PD models54. Piribedil, another D3R agonist, was found to be effective in enhancing learning and memory in an animal model of cerebral ischemia-reperfusion55. Vasopressin V1AR agonist activity has been associated with cognitive function and social recognition, while V1AR antagonists have an anxiolytic effect. Studies conducted on V1AR knockout mice have identified abnormalities in social interaction and recognition on social behavior tests and reduced anxiety levels in elevated plus-maze and marble-burying behavior tests56,57. Therefore, the modulatory effects of ILG on V1AR might be related to reduced anxiety-like behavior, which was observed following ILG treatment in nicotine-withdrawn mice40.
The computational prediction of pharmacokinetic parameters such as drug-likeness, solubility, absorption, and CNS permeability for ILG shows favorable characteristics. In silico prediction also reveals no toxicity of ILG on AMES test and hepatotoxicity assessment. Experimentally, ILG has been found to be hepatoprotective58 and induces Nfr2-dependent detoxification genes59. Licorice is reported to be used as an adjuvant agent to enhance the efficacy of other drugs, however, herb-drug interactions have also been expected with its prolonged use. ILG, as one of the phytoconstituents, has been found to inhibit cytochrome P450 enzymes such as CYP1A2, CYP2C19, CYP2C9, and CYP3A4. These enzymes are responsible for major drug metabolism, and inactivation of these enzymes can reduce drug metabolism, thus, leading to increased plasma concentration and the risks of side effects60. Treatment with higher doses (36 and 100 µM) of ILG inhibited follicular growth and steroidogenesis owing to the perturbation in the expression of key steroidogenesis regulators such as CYP17A1, CYP19A1, and HSD17B161.
Overall, this study reinvestigated the hMAO-A and hMAO-B inhibitory activity of ILG and established the enzyme inhibition mode through kinetic assays and computational docking. Our study recognized that ILG is a potent hMAO-inhibitor showing competitive inhibition against hMAO-A and a mixed mode of inhibition against hMAO-B. ILG was observed to have a significant binding affinity for the D1, D3, and V1A receptors. Probing the modulatory activity of ILG on DA (D1 and D3) and vasopressin (V1A) receptors revealed that ILG has an antagonist effect on the D1 receptor and agonist effects on the D3 and V1A receptors. The multi-target nature of ILG together with the prediction of suitable pharmacokinetics and the toxicity profile renders this compound as a potential flavonoid for the management of PD and its related neurological symptoms. Future experimental studies on ILG’s pharmacological and toxicological properties and adverse effects will be important to confirm its therapeutic efficacy and benefits.
Materials and methods
Chemicals and reagents
For the recombinant hMAO inhibition assay, a MAO-A/B assay kit (Promega Cooperation, Madison, WI, USA), recombinant hMAO isoenzymes, and the standards l-deprenyl⋅HCl (Sigma Aldrich, St. Louis, MO, USA) were used. For the GPCR functional assay, reference drugs of DA, serotonin, AVP, clozapine, butaclamol, SCH23390, (S)-WAY-100635 and [d(CH2)51, Tyr(Me)2]-AVP as well as the test compound, ILQ, were purchased from Sigma-Aldrich (St. Louis, MO, USA). Transfected CHO and human embryonic kidney (HEK-293) cell lines were generated by Eurofins Discovery (Le Bois I’Eveque, France). The cell culture media of Roswell Park Memorial Institute (RPMI-1641), Dulbecco's modified Eagle medium (DMEM) buffer, Hank’s balanced salt solution (HBSS) buffer, and 4-(2-hydroxyethyl)-1-piperazineethanesulfonic acid (HEPES) buffer were procured from ThermoFisher Scientific (USA).
In vitro hMAO-A and -B inhibitory assay and enzyme kinetics
Experimental conditions and procedures for this experiment were as described62. Briefly, we added 12.5 µl of the test compound or l-deprenyl to an aliquot of 12.5 µl of beetle luciferin derivative substrate (initial concentrations of 160 µM and 16 µM for hMAO-A and hMAO-B, respectively) in each well of the plate. A 25-µl enzyme solution was added to the test samples to initiate the reaction. After an hour of incubation of the mixture at 25 °C, 50 µl reconstituted luciferin detection reagent was added to every well to stop the hMAO reaction, and an additional 20 min of incubation at 25 °C was performed. Then, the luminescence reading was taken on a FilterMax F5 Multi-Mode microplate reader (Molecular Devices, LLC., CA, USA).
The enzyme inhibition kinetics were analyzed using varying concentrations of hMAO substrate (40–160 μM for hMAO-A and 4–16 μM for hMAO-B) and ILG (0–1 μM), as shown in Fig. 2. Inhibition constants (Ki) for each enzyme inhibition were obtained from secondary plots analyzed using SigmaPlot 12.0 TM software (SPCC, Inc., Chicago IL, USA).
Radioligand binding assays
The binding assays were carried out using validated methods and standard operating procedures used by Eurofins Cerep (catalog items 0044, 1405, 0048, 0049, and 0159). For the human D1R, D3R, and D4R binding assays, membrane homogenates (8–80 µg) of the respective receptor-expressed CHO cells were suspended in a buffer containing 50 mM Tris–HCl, 5 mM KCl, 5 mM MgCl2, 1.5 mM CaCl2/120 mM NaCl, and 5 mM EDTA and incubated for 60 min at 22 °C with appropriate radioligand [3H]SCH23390 or [3H]methylspiperone either in the presence or absence of the test compound. The human D2LR binding experiments were run on membrane preparations prepared from HEK cells. The plasma membrane homogenates (40 µg) of D2LR-expressing HEK cells were incubated with 0.3 nM [3H] methylspiperone for 60 min at 22 °C after being suspended in a binding buffer containing 50 mM Tris–HCl, 5 mM MgCl2, 1 mM EDTA, 1 UI/mL ADA, 1 µg/ml leupeptin, 1 µM pepstatin, and 10 µg/mL trypsin inhibitor. Human V1AR binding was assessed using membrane homogenates of transfected CHO cells suspended in a buffer containing 5 mM Tris–HCl, 5 mM MgCl2, and 0.1% BSA and incubated with [3H]AVP at 22 °C for 60 min. 1 µM SCH23390 (for D1R), 10 µM (+)-butaclamol (for D2LR, D3R and D4R), and 1 µM AVP (for V1AR) were used to define non-specific binding.
Following incubation, the binding reaction within the samples was terminated by vacuum filtration through 0.3% polyethyleneimine-treated glass fiber filters (GF/B, Packard). The filters were washed several times with an ice-cold wash buffer (50 mM Tris–HCl) using a 96-sample cell harvester (Unifilter, Packard) and dried. Scintillation cocktail (Microscint O, Packard) was added to the dried filters, and their radioactivity was determined using a scintillation counter (Topcount, Packard). The radioligand binding results were expressed as the percent inhibition of control specific binding given by the following equation: 100 – [(measured specific binding/control specific binding) × 100].
To verify the results, the standard compounds were tested at different concentrations in each of the binding assays to obtain competition curves from which their IC50 values were determined. The binding affinity of ILG to the receptors was screened at 100 μM.
In vitro functional GPCR assay
Cellular and nuclear receptor functional assays were performed at Eurofins Cerep using human recombinant CHO cells transfected with the GPCR genes of interest (D1R, D3R, and V1AR). The in-house assay protocol for the assay was as described in our earlier report63. The results of the functional assay were based on the measurement of effects on the cAMP level and calcium ion mobilization.
Measurement of cAMP level
Stably transfected CHO cells containing the cDNA of human D1 and D3 receptors were suspended in a medium containing an HBSS buffer that had been supplemented with 20 mM HEPES buffer and 500 µM IBMX. This cell suspension was distributed into assay plates at a density of 5 × 103 cells/well and incubated at 25 °C (for the D1R transfected cell suspension) or 37 °C (for the D3R transfected suspension) for 10–30 min both with and without ILG or standard. Then, the D2-labeled cAMP conjugate was dispensed into the cell plate followed by the addition of europium cryptate-labeled anti-cAMP antibody. A lysis buffer was added to each well, and the resulting mixture was incubated for 1 h at 25 °C. The homogeneous time-resolved fluorescence (HTRF) reading was recorded using a PerkinElmer Envision microplate reader (Waltham, MA, USA) at an excitation intensity of 337 nm and emission intensities of 620 and 665 nm. The cAMP level was calculated as the ratio of the signal measured at 665 nm to that measured at 620 nm. The final results were illustrated as the percentage of the control agonist response and as the percentage inhibition of the control agonist response.
Measurement of intracellular calcium levels
Calcium ion influx was determined fluorimetrically to establish the functional effect of ILG on V1AR. Transfected CHO cells were suspended in an HBSS/20-mM HEPES buffer and distributed into microplate wells at a density of 1 × 105 cells/well. A fluorescent probe (Fluo8 Direct, Invitrogen, Carlsbad, CA, USA) was mixed with probenecid in HBSS/20 M HEPES (pH: 7.4) discretely and applied to each well, and left to equilibrate with the cells at 37 °C for 60 min. Thereafter, the assay plate was kept in a microplate reader (CellLux, PerkinElmer, Waltham, MA, USA), and ILG, the reference agonist, or HBSS buffer (control) was added to the plate; finally, the fluorescence was measured. The agonist effect was determined as the percentage of the control response to 1 µM AVP, while the antagonist behavior was calculated as the percentage inhibition of the control response to 10 nm AVP.
Homology modeling
The sequences for hD1R and hV1AR were retrieved from the UniProt database with respective IDs of P21728 (DRD1_HUMAN) and P37288 (V1AR_HUMAN). Due to the high sequence similarity in the binding site and the overall structure between DA D1R and β2 adrenergic receptor (β2R), the model for this experiment was derived from the template of the β2R crystal structure obtained from Protein Data Bank (PDB) ID 2RH1 using the Swiss-Model server64. In the case of hV1AR, a μ-opioid receptor (PDB: 4DKL) was selected for model building65,66. The model was constructed based on the target (hV1aR)-template (4DKL) alignment using the Swiss-Model server67. The ModRefiner server was used to refine the model68.
Computational analyses
The molecular docking study was carried out using AutoDock 4.269. X-ray crystallographic structures of hMAO-A, hMAO-B, and hD3R were attained from the RCSB PDB with IDs 2BXR, 2V60, and 3PBL, respectively. The three-dimensional chemical structure of ILG and the reference compounds were derived from the PubChem Compound database (NCBI). Discovery Studio (v17.2, Accelrys, San Diego, CA, USA) was used for protein preparation. The AutoDockTool was utilized for adding necessary parameters like Gasteiger charges and rotatable bonds to perform docking simulations. Grid maps were generated by the AutoGrid program. The protocols for both rigid and flexible ligand docking consisted of 10 independent generic algorithms. The docking pose with the lowest binding score was chosen, and the results were visualized using Discovery Studio. Internal motion of the receptor during docking performance was not considered.
Drug likeliness and ADMET prediction of ILG
HIA, BBB, and CNS permeability, and toxicity profile were predicted using a web-based pkCSM application (http://biosig.unimelb.edu.au/pkcsm/prediction)70, whereas the lipophilicity, solubility drug-likeliness, and lead-likeliness of ILG were predicted by SwissADME (http://www.swissadme.ch)71.
Ethics declaration
No animal model was used for the study. The study was based on in vitro enzyme and cellular experiments, and in silico study.
Acknowledgements
This research was funded by the National Research Foundation of Korea (NRF) grant funded by the Ministry of Science and ICT (No. 2020R1C1C1008331) and by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (2019R1A3A01049380).
Author contributions
Planning, designing and reviewing: J.S.C. and H.A.J.; Supervision: J.S.C.; Biochemical assays, data analysis and interpretation, and writing the original draft: R.P.; Molecular docking study: S.E.P. and S.H.S.; Manuscript review and editing: P.P. All authors have approved the final version of the paper.
Data availability
The data relevant to this study are provided in the manuscript and additional information can be obtained from the corresponding authors upon reasonable request.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Hyun Ah Jung, Email: jungha@jbnu.ac.kr.
Jae Sue Choi, Email: choijs@pknu.ac.kr.
References
- 1.Przedborski S, Vila M, Jackson-Lewis V. Series introduction: Neurodegeneration: what is it and where are we? J. Clin. Investig. 2003;111:3–10. doi: 10.1172/JCI17522. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Nussbaum RL, Ellis CE. Alzheimer's disease and Parkinson's disease. N. Engl. J. Med. 2003;348:1356–1364. doi: 10.1056/NEJM2003ra020003. [DOI] [PubMed] [Google Scholar]
- 3.Cheong SL, Federico S, Spalluto G, Klotz K-N, Pastorin G. The current status of pharmacotherapy for the treatment of Parkinson’s disease: Transition from single-target to multitarget therapy. Drug Discov. Today. 2019;24:1769–1783. doi: 10.1016/j.drudis.2019.05.003. [DOI] [PubMed] [Google Scholar]
- 4.Abyad A. Parkinson's disease: An update on pathophysiology, epidemiology, diagnosis and management. Part 2: etiology and pathophysiology. Middle East J. Fam. Med. 2020;18:71–80. [Google Scholar]
- 5.Lbolognesi M. Polypharmacology in a single drug: Multitarget drugs. Curr. Med. Chem. 2013;20:1639–1645. doi: 10.2174/0929867311320130004. [DOI] [PubMed] [Google Scholar]
- 6.Li G, Nikolic D, Van Breemen RB. Identification and chemical standardization of licorice raw materials and dietary supplements using UHPLC-MS/MS. J. Agric. Food Chem. 2016;64:8062–8070. doi: 10.1021/acs.jafc.6b02954. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Han YJ, Kang B, Yang E-J, Choi M-K, Song I-S. Simultaneous determination and pharmacokinetic characterization of glycyrrhizin, isoliquiritigenin, liquiritigenin, and liquiritin in rat plasma following oral administration of Glycyrrhizae radix extract. Molecules. 2019;24:1816. doi: 10.3390/molecules24091816. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Peng F, et al. A review: The pharmacology of isoliquiritigenin. Phytother. Res. 2015;29:969–977. doi: 10.1002/ptr.5348. [DOI] [PubMed] [Google Scholar]
- 9.Ramalingam M, Kim H, Lee Y, Lee Y-I. Phytochemical and pharmacological role of liquiritigenin and isoliquiritigenin from radix Glycyrrhizae in human health and disease models. Front. Aging Neurosci. 2018;10:348. doi: 10.3389/fnagi.2018.00348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Gu X, et al. Isoliquiritigenin attenuates diabetic cardiomyopathy via inhibition of hyperglycemia-induced inflammatory response and oxidative stress. Phytomedicine. 2020;78:153319. doi: 10.1016/j.phymed.2020.153319. [DOI] [PubMed] [Google Scholar]
- 11.Shi D, et al. The antioxidant activity and neuroprotective mechanism of isoliquiritigenin. Free Radic. Biol. Med. 2020;152:207–215. doi: 10.1016/j.freeradbiomed.2020.03.016. [DOI] [PubMed] [Google Scholar]
- 12.Zhu X, et al. Neuroprotective effects of isoliquiritigenin against cognitive impairment via suppression of synaptic dysfunction, neuronal injury, and neuroinflammation in rats with kainic acid-induced seizures. Int. Immunopharmacol. 2019;72:358–366. doi: 10.1016/j.intimp.2019.04.028. [DOI] [PubMed] [Google Scholar]
- 13.Zhu X, et al. Neuroprotective and anti-inflammatory effects of isoliquiritigenin in kainic acid-induced epileptic rats via the TLR4/MYD88 signaling pathway. Inflammopharmacology. 2019;27:1143–1153. doi: 10.1007/s10787-019-00592-7. [DOI] [PubMed] [Google Scholar]
- 14.Zhu X, et al. Isoliquiritigenin attenuates lipopolysaccharide-induced cognitive impairment through antioxidant and anti-inflammatory activity. BMC Neurosci. 2019;20:1–13. doi: 10.1186/s12868-019-0520-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Naoi M, Maruyama W. Monoamine oxidase inhibitors as neuroprotective agents in age-dependent neurodegenerative disorders. Curr. Pharm. Des. 2010;16:2799–2817. doi: 10.2174/138161210793176527. [DOI] [PubMed] [Google Scholar]
- 16.Youdim MB, Edmondson D, Tipton KF. The therapeutic potential of monoamine oxidase inhibitors. Nat. Rev. Neurosci. 2006;7:295–309. doi: 10.1038/nrn1883. [DOI] [PubMed] [Google Scholar]
- 17.Youdim MB, Bakhle Y. Monoamine oxidase: Isoforms and inhibitors in Parkinson's disease and depressive illness. Br. J. Pharmacol. 2006;147:S287–S296. doi: 10.1038/sj.bjp.0706464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Foley P, Gerlach M, Youdim MB, Riederer P. MAO-B inhibitors: Multiple roles in the therapy of neurodegenerative disorders? Parkinsonism Relat. Disord. 2000;6:25–47. doi: 10.1016/s1353-8020(99)00043-7. [DOI] [PubMed] [Google Scholar]
- 19.Mangoni A, et al. Effects of a MAO-B inhibitor in the treatment of Alzheimer disease. Eur. Neurol. 1991;31:100–107. doi: 10.1159/000116655. [DOI] [PubMed] [Google Scholar]
- 20.Hatano T, Fukuda T, Miyase T, Noro T, Okuda T. Phenolic constituents of licorice. III. Structures of glicoricone and licofuranone, and inhibitory effects of licorice constituents of monoamine oxidase. Chem. Pharm. Bull. 1991;39:1238–1243. doi: 10.1248/cpb.39.1238. [DOI] [PubMed] [Google Scholar]
- 21.Pan X, Kong L-D, Zhang Y, Cheng C, Tan R-X. In vitro inhibition of rat monoamine oxidase by liquiritigenin and isoliquiritigenin isolated from Sinofranchetia chinensis. Acta Pharmacol. Sin. 2000;21:949–953. [PubMed] [Google Scholar]
- 22.Kong Z, Sun D-M, Chen A-Q, Hu Y. Synthesis and monoamine oxidase B inhibitory activities of isoquiritigenin derivatives. Zhongguo Zhong Yao Za Zhi. 2019;44:4653–4660. doi: 10.19540/j.cnki.cjcmm.20190807.201. [DOI] [PubMed] [Google Scholar]
- 23.Binda C, Newton-Vinson P, Hubálek F, Edmondson DE, Mattevi A. Structure of human monoamine oxidase B, a drug target for the treatment of neurological disorders. Nat. Struct. Biol. 2002;9:22–26. doi: 10.1038/nsb732. [DOI] [PubMed] [Google Scholar]
- 24.De Colibus L, et al. Three-dimensional structure of human monoamine oxidase A (MAO A): Relation to the structures of rat MAO A and human MAO B. Proc. Natl. Acad. Sci. 2005;102:12684–12689. doi: 10.1073/pnas.0505975102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Jang EY, et al. Isoliquiritigenin suppresses cocaine-induced extracellular dopamine release in rat brain through GABAB receptor. Eur. J. Pharmacol. 2008;587:124–128. doi: 10.1016/j.ejphar.2008.03.054. [DOI] [PubMed] [Google Scholar]
- 26.Kawakami Z, Ikarashi Y, Kase Y. Isoliquiritigenin is a novel NMDA receptor antagonist in kampo medicine yokukansan. Cell. Mol. Neurobiol. 2011;31:1203–1212. doi: 10.1007/s10571-011-9722-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Kitanaka J, et al. Isoliquiritigenin suppresses methamphetamine-induced hyperlocomotion in mice. Neurosci. Res. 2011;71:e396–e397. [Google Scholar]
- 28.Sambo DO, et al. The sigma-1 receptor modulates methamphetamine dysregulation of dopamine neurotransmission. Nat. Commun. 2017;8:1–18. doi: 10.1038/s41467-017-02087-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Mai HN, et al. Exposure to far infrared ray protects methamphetamine-induced behavioral sensitization in glutathione peroxidase-1 knockout mice via attenuating mitochondrial burdens and dopamine D1 receptor activation. Neurochem. Res. 2018;43:1118–1135. doi: 10.1007/s11064-018-2528-5. [DOI] [PubMed] [Google Scholar]
- 30.Ares-Santos S, Granado N, Moratalla R. The role of dopamine receptors in the neurotoxicity of methamphetamine. J. Intern. Med. 2013;273:437–453. doi: 10.1111/joim.12049. [DOI] [PubMed] [Google Scholar]
- 31.Everett NA, McGregor IS, Baracz SJ, Cornish JL. The role of the vasopressin V1A receptor in oxytocin modulation of methamphetamine primed reinstatement. Neuropharmacology. 2018;133:1–11. doi: 10.1016/j.neuropharm.2017.12.036. [DOI] [PubMed] [Google Scholar]
- 32.Maher P. The potential of flavonoids for the treatment of neurodegenerative diseases. Int. J. Mol. Sci. 2019;20:3056. doi: 10.3390/ijms20123056. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Mohamed EI, et al. Monoamine oxidases inhibitors from Colvillearacemosa: Isolation, biological evaluation, and computational study. Fitoterapia. 2018;124:217–223. doi: 10.1016/j.fitote.2017.11.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Jeong GS, et al. Inhibition of butyrylcholinesterase and human monoamine oxidase-B by the coumarin glycyrol and liquiritigenin isolated from Glycyrrhiza uralensis. Molecules. 2020;25:3896. doi: 10.3390/molecules25173896. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Novaroli L, et al. Impact of species-dependent differences on screening, design, and development of MAO B inhibitors. J. Med. Chem. 2006;49:6264–6272. doi: 10.1021/jm060441e. [DOI] [PubMed] [Google Scholar]
- 36.Oh JM, et al. Potent and selective inhibition of human monoamine oxidase-B by 4-dimethylaminochalcone and selected chalcone derivatives. Int. J. Biol. Macromol. 2019;137:426–432. doi: 10.1016/j.ijbiomac.2019.06.167. [DOI] [PubMed] [Google Scholar]
- 37.Lee MJ, Yang CH, Jeon J-P, Hwang M. Protective effects of isoliquiritigenin against methamphetamine-induced neurotoxicity in mice. J. Pharmacol. Sci. 2009;111:216–220. doi: 10.1254/jphs.09153sc. [DOI] [PubMed] [Google Scholar]
- 38.Hwang CK, Chun HS. Isoliquiritigenin isolated from licorice Glycyrrhiza uralensis prevents 6-hydroxydopamine-induced apoptosis in dopaminergic neurons. Biosci. Biotechnol. Biochem. 2012;76:536–543. doi: 10.1271/bbb.110842. [DOI] [PubMed] [Google Scholar]
- 39.Lee DG, Min J-S, Lee H-S, Lee D-S. Isoliquiritigenin attenuates glutamate-induced mitochondrial fission via calcineurin-mediated Drp1 dephosphorylation in HT22 hippocampal neuron cells. Neurotoxicology. 2018;68:133–141. doi: 10.1016/j.neuro.2018.07.011. [DOI] [PubMed] [Google Scholar]
- 40.Wang Y, et al. Isoliquiritigenin attenuates anxiety-like behavior and locomotor sensitization in rats after repeated exposure to nicotine. Evid. Based Complementary Altern. Med. 2018;2020:9692321. doi: 10.1155/2020/9692321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Zhuang Y, et al. Mechanism of dopamine binding and allosteric modulation of the human D1 dopamine receptor. Cell Res. 2021;31:1–4. doi: 10.1038/s41422-021-00482-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Chien EY, et al. Structure of the human dopamine D3 receptor in complex with a D2/D3 selective antagonist. Science. 2010;330:1091–1095. doi: 10.1126/science.1197410. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Cotte N, et al. Conserved aromatic residues in the transmembrane region VI of the V1A vasopressin receptor differentiate agonist vs. antagonist ligand binding. Eur. J. Biochem. 2000;267:4253–4263. doi: 10.1046/j.1432-1033.2000.01472.x. [DOI] [PubMed] [Google Scholar]
- 44.Ślusarz MJ, Sikorska E, Ślusarz R, Ciarkowski J. Molecular docking-based study of vasopressin analogues modified at positions 2 and 3 with N-methylphenylalanine: Influence on receptor-bound conformations and interactions with vasopressin and oxytocin receptors. J. Neural Transm. 2006;49:2463–2469. doi: 10.1021/jm051075m. [DOI] [PubMed] [Google Scholar]
- 45.Hisahara S, Shimohama S. Dopamine receptors and Parkinson's disease. Int. J. Med. Chem. 2011;2011:403039. doi: 10.1155/2011/403039. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Müller T, Foley P. Clinical pharmacokinetics and pharmacodynamics of safinamide. Clin. Pharmacokinet. 2017;56:251–261. doi: 10.1007/s40262-016-0449-5. [DOI] [PubMed] [Google Scholar]
- 47.Carradori S, Secci D, Petzer JP. MAO inhibitors and their wider applications: A patent review. Expert Opin. Ther. Pat. 2018;28:211–226. doi: 10.1080/13543776.2018.1427735. [DOI] [PubMed] [Google Scholar]
- 48.Stocchi F. Dopamine receptor agonists in the treatment of advanced Parkinson's disease. Parkinsonism Relat. Disord. 2009;15:S54–S57. doi: 10.1016/S1353-8020(09)70836-3. [DOI] [PubMed] [Google Scholar]
- 49.Lemke MR, Brecht HM, Koester J, Reichmann H. Effects of the dopamine agonist pramipexole on depression, anhedonia and motor functioning in Parkinson's disease. J. Neurol. Sci. 2006;248:266–270. doi: 10.1016/j.jns.2006.05.024. [DOI] [PubMed] [Google Scholar]
- 50.Gu SM, Cha HJ, Seo SW, Hong JT, Yun J. Dopamine D1 receptor antagonist reduces stimulant-induced conditioned place preferences and dopamine receptor supersensitivity. Naunyn Schmiedebergs Arch. Pharmacol. 2020;393:131–138. doi: 10.1007/s00210-019-01694-3. [DOI] [PubMed] [Google Scholar]
- 51.Lud Cadet J, Jayanthi S, T McCoy M, Beauvais G, Sheng Cai N. Dopamine D1 receptors, regulation of gene expression in the brain, and neurodegeneration. CNS Neurol. Disord. Drug Targets. 2010;9:526–538. doi: 10.2174/187152710793361496. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Santini E, et al. Critical involvement of cAMP/DARPP-32 and extracellular signal-regulated protein kinase signaling in l-DOPA-induced dyskinesia. J. Neurosci. 2007;27:6995–7005. doi: 10.1523/JNEUROSCI.0852-07.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Ares-Santos S, et al. Dopamine D1 receptor deletion strongly reduces neurotoxic effects of methamphetamine. Neurobiol. Dis. 2012;45:810–820. doi: 10.1016/j.nbd.2011.11.005. [DOI] [PubMed] [Google Scholar]
- 54.Van Kampen JM, Eckman CB. Dopamine D3 receptor agonist delivery to a model of Parkinson's disease restores the nigrostriatal pathway and improves locomotor behavior. J. Neurosci. 2006;26:7272–7280. doi: 10.1523/JNEUROSCI.0837-06.2006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Wang W, Liu L, Chen C, Jiang P, Zhang T. Protective effects of dopamine D2/D3 receptor agonist piribedil on learning and memory of rats exposed to global cerebral ischemia–reperfusion. Neurosci. Lett. 2018;684:181–186. doi: 10.1016/j.neulet.2018.08.011. [DOI] [PubMed] [Google Scholar]
- 56.Egashira N, et al. Impaired social interaction and reduced anxiety-related behavior in vasopressin V1A receptor knockout mice. Behav. Brain Res. 2007;178:123–127. doi: 10.1016/j.bbr.2006.12.009. [DOI] [PubMed] [Google Scholar]
- 57.Bielsky IF, Hu S-B, Szegda KL, Westphal H, Young LJ. Profound impairment in social recognition and reduction in anxiety-like behavior in vasopressin V1a receptor knockout mice. Neuropsychopharmacology. 2004;29:483–493. doi: 10.1038/sj.npp.1300360. [DOI] [PubMed] [Google Scholar]
- 58.Lee CK, et al. Isoliquiritigenin inhibits tumor growth and protects the kidney and liver against chemotherapy-induced toxicity in a mouse xenograft model of colon carcinoma. J. Pharmacol. Sci. 2008;106:444–451. doi: 10.1254/jphs.fp0071498. [DOI] [PubMed] [Google Scholar]
- 59.Gong H, et al. A protective mechanism of licorice (Glycyrrhiza uralensis): Isoliquiritigenin stimulates detoxification system via Nrf2 activation. J. Ethnopharmacol. 2015;162:134–139. doi: 10.1016/j.jep.2014.12.043. [DOI] [PubMed] [Google Scholar]
- 60.Qiao X, et al. Identification of key licorice constituents which interact with cytochrome P450: Evaluation by LC/MS/MS cocktail assay and metabolic profiling. AAPS J. 2014;16:101–113. doi: 10.1208/s12248-013-9544-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Mahalingam S, Gao L, Eisner J, Helferich W, Flaws JA. Effects of isoliquiritigenin on ovarian antral follicle growth and steroidogenesis. Reprod. Toxicol. 2016;66:107–114. doi: 10.1016/j.reprotox.2016.10.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Prajapati R, Park SE, Park HJ, Jung HA, Choi JS. Identification of a potent and selective human monoamine oxidase-A inhibitor, glycitein, an isoflavone isolated from Pueraria lobata flowers. ACS Food Sci. Technol. 2021;1:538–550. [Google Scholar]
- 63.Paudel P, et al. In vitro and in silico characterization of G-protein coupled receptor (GPCR) targets of phlorofucofuroeckol-A and dieckol. Mar. Drugs. 2021;19:326. doi: 10.3390/md19060326. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Kołaczkowski M, Bucki A, Feder M, Pawłowski M. Ligand-optimized homology models of D1 and D2 dopamine receptors: Application for virtual screening. J. Chem. Inf. Model. 2013;53:638–648. doi: 10.1021/ci300413h. [DOI] [PubMed] [Google Scholar]
- 65.Camacho C, et al. BLAST+: Architecture and applications. BMC Bioinform. 2009;10:421. doi: 10.1186/1471-2105-10-421. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Remmert M, Biegert A, Hauser A, Söding J. HHblits: Lightning-fast iterative protein sequence searching by HMM-HMM alignment. Nat. Methods. 2012;9:173–175. doi: 10.1038/nmeth.1818. [DOI] [PubMed] [Google Scholar]
- 67.Guex N, Peitsch MC, Schwede T. Automated comparative protein structure modeling with SWISS-MODEL and Swiss-PdbViewer: A historical perspective. Electrophoresis. 2009;30:S162–S173. doi: 10.1002/elps.200900140. [DOI] [PubMed] [Google Scholar]
- 68.Xu D, Zhang Y. Improving the physical realism and structural accuracy of protein models by a two-step atomic-level energy minimization. Biophys. J. 2011;101:2525–2534. doi: 10.1016/j.bpj.2011.10.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Goodsell DS, Morris GM, Olson AJ. Automated docking of flexible ligands: Applications of AutoDock. J. Mol. Recognit. 1996;9:1–5. doi: 10.1002/(sici)1099-1352(199601)9:1<1::aid-jmr241>3.0.co;2-6. [DOI] [PubMed] [Google Scholar]
- 70.Pires DE, Blundell TL, Ascher DB. pkCSM: Predicting small-molecule pharmacokinetic and toxicity properties using graph-based signatures. J. Med. Chem. 2015;58:4066–4072. doi: 10.1021/acs.jmedchem.5b00104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Daina A, Michielin O, Zoete V. SwissADME: A free web tool to evaluate pharmacokinetics, drug-likeness and medicinal chemistry friendliness of small molecules. Sci. Rep. 2017;7:42717. doi: 10.1038/srep42717. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data relevant to this study are provided in the manuscript and additional information can be obtained from the corresponding authors upon reasonable request.