ADMET, QSAR and Docking studies to predict the activity of tyrosinase-derived medications inhibitors based on computational techniques.
ADMET, QSAR and Docking studies to predict the activity of tyrosinase-derived medications inhibitors based on computational techniques.
- Research Article
9
- 10.3390/ijms23116240
- Jun 2, 2022
- International Journal of Molecular Sciences
The tyrosinase enzyme, which catalyzes the hydroxylation of monophenols and the oxidation of o-diphenols, is typically involved in the synthesis of the dark product melanin starting from the amino acid tyrosine. Contributing to the browning of plant and fruit tissues and to the hyperpigmentation of the skin, leading to melasma or age spots, the research of possible tyrosinase inhibitors has attracted much interest in agri-food, cosmetic, and medicinal industries. In this study, we analyzed the capability of antamanide, a mushroom bioactive cyclic decapeptide, and some of its glycine derivatives, compared to that of pseudostellarin A, a known tyrosinase inhibitor, to hinder tyrosinase activity by using a spectrophotometric method. Additionally, computational docking studies were performed in order to elucidate the interactions occurring with the tyrosinase catalytic site. Our results show that antamanide did not exert any inhibitory activity. On the contrary, the three glycine derivatives AG9, AG6, and AOG9, which differ from each other by the position of a glycine that substitutes phenylalanine in the parent molecule, improving water solubility and flexibility, showed tyrosinase inhibition by spectrophotometric assays. Analytical data were confirmed by computational studies.
- Research Article
6
- 10.1007/s11030-023-10712-9
- Aug 11, 2023
- Molecular Diversity
Ten hexahydropyrimido[4,5-d]pyrimidine derivatives have been synthesized by using a green and time-efficient microwave method. The synthesized motifs were evaluated for their anticancer activity, antimicrobial activity, molecular docking, drug likeliness and ADMET studies. Comparatively, the hetero-aromatic pyrazole substituted compound 4a exhibited the highest anticancer activity [Mean growth percent: 35.57], while EDG [-N(CH3)2] substituted compound 4i indicated very good activity [Mean growth percent: 60.92] against various cell lines. From the computational studies, Compound 4a passed the drug-likeness and ADME properties, fewer toxic properties, and potent inhibitory potential against the RIPK2 with significant binding affinity. In-silico molecular docking revealed that the compound 4a has significant binding energy (-9.8kcal/mol) and dissociation constant (0.54µM) properties. Additionally, synthesized motifs were evaluated for antimicrobial activity by MIC referencing the standards. According to the SAR evaluations, the compounds 4f (4-NO2), 4g (3-NO2), and 4h (2-Cl) that include EWGs substituted aldehydes performed well as antimicrobials against selected bacterial and fungal strains. Thus, the synthesized pyrimido[4,5-d]pyrimidine with the heterocyclic and EWGs substituents could act as a potential candidate after further structural optimization for anticancer and antimicrobial drug discovery, respectively.
- Research Article
- 10.1016/j.talanta.2025.128560
- Jan 1, 2026
- Talanta
Applying pulse UV irradiation-induced chemiluminescence approach for high-throughput screening assay of tyrosinase inhibitors.
- Research Article
206
- 10.1111/ics.12728
- Aug 28, 2021
- International Journal of Cosmetic Science
Skin, our first interface to the external environment, is subjected to oxidative stress caused by a variety of factors such as solar ultraviolet, infrared and visible light, environmental pollution, including ozone and particulate matters, and psychological stress. Excessive reactive species, including reactive oxygen species and reactive nitrogen species, exacerbate skin pigmentation and aging, which further lead to skin tone unevenness, pigmentary disorder, skin roughness and wrinkles. Besides these, skin microbiota are also a very important factor ensuring the proper functions of skin. While environmental factors such as UV and pollutants impact skin microbiota compositions, skin dysbiosis results in various skin conditions. In this review, we summarize the generation of oxidative stress from exogenous and endogenous sources. We further introduce current knowledge on the possible roles of oxidative stress in skin pigmentation and aging, specifically with emphasis on oxidative stress and skin pigmentation. Meanwhile, we summarize the science and rationale of using three well-known antioxidants, namely vitamin C, resveratrol and ferulic acid, in the treatment of hyperpigmentation. Finally, we discuss the strategy for preventing oxidative stress-induced skin pigmentation and aging.
- Research Article
75
- 10.1016/j.compbiomed.2023.107481
- Sep 16, 2023
- Computers in Biology and Medicine
Pharmacophore-based virtual screening, 3D QSAR, Docking, ADMET, and MD simulation studies: An in silico perspective for the identification of new potential HDAC3 inhibitors
- Research Article
2
- 10.1016/j.molstruc.2024.139893
- Sep 7, 2024
- Journal of Molecular Structure
Experimental, density functional theory, molecular docking and ADMET analyses on the role of different plant extracts of Aronia melanocarpa (Michx) Elliot species on acetylcholinesterase enzyme activity
- Research Article
5
- 10.3389/fphar.2024.1332184
- Mar 26, 2024
- Frontiers in Pharmacology
Tyrosinase (TYR) inhibitors are very significant as they inhibit enzyme tyrosinase activity, and its inhibition is vital for skin care, anticancer medication, and antibrowning of fruits and vegetables. This work presents a novel and economical route for the preparation of new synthetic tyrosinase inhibitors using amlodipine (4). The novel conjugates 6 (a-o) were designed, synthesized, and characterized by spectroscopic analyses, including Fourier transform infrared and low- and high-resolution mass spectroscopy. The purified compound 4 was refluxed with various aldehydes and ketones 5 (a-o) for 5-8h in methanol at 60°C-90°C. This research modified the drug in a step-by-step manner to develop therapeutic properties as a tyrosinase inhibitor. The structures of synthesized ligands 6 (a-o) were established based on spectral and analytical data. The synthesized compounds 6 (a-o) were screened against tyrosinase enzyme. Kojic acid was taken as standard. All the prepared compounds 6 (a-o) have good inhibition potential against the enzyme tyrosinase. Compounds 6o, 6b, 6f, and 6k depicted excellent antityrosinase activity. Compound 6k, with an IC50 value of 5.34 ± 0.58µM, is as potent as the standard kojic acid (IC50 6.04 ± 0.11µM), standing out among all synthesized compounds 6 (a-o). The in silico studies of the conjugates 6 (a-o) were evaluated via PatchDock. Compound 6k showed a binding affinity score of 8,999 and an atomic contact energy (ACE) value of -219.66kcal/mol. The structure-activity relationship illustrated that the presence of dihydropyridine nuclei and some activating groups at the ortho and para positions of the benzylideneimine moiety is the main factor for good tyrosinase activity. The compound 6k could be used as a lead compound for drug modification as a tyrosinase inhibitor for skin care, anticancer medication, and antibrowning for fruits and vegetables.
- Research Article
5
- 10.1007/s00044-014-1225-4
- Aug 15, 2014
- Medicinal Chemistry Research
The increased cases of hyperpigmentation and other related dermatological problems in human beings have led to the development of a number of tyrosinase inhibitors. In the present study, we have used a docking algorithm to simulate binding between tyrosinase and hydroxy-substituted (Z)-3-benzylideneindolin-2-one chalcones and studied the inhibition of tyrosinase. The results of virtual screening studies indicated that the estimated free energy of binding of all the docked ligands ranged between −8.08 and −4.27 kcal/mol, while their estimated inhibition constants (Ki) were found to be between 1.20 and 736.75 µM. Among all the compounds docked, 2,4,6-trihydroxy-substituted chalcone (11) showed the lowest estimated free energy of binding followed by dihydroxy and monohydroxy-substituted analogs. In the in vitro tyrosinase inhibition assay, 11 displayed an IC50 of 46.26 µM. Moreover, in ADMET study, 11 was found to be safe and non-toxic. The present study suggested that the strategy of predicting tyrosinase inhibition based on hydroxy-substituted (Z)-3-benzylideneindolin-2-one chalcones and their orientation would be useful for developing novel potent tyrosinase inhibitors.
- Research Article
13
- 10.3390/molecules28104170
- May 18, 2023
- Molecules
Polygoni Cuspidati Rhizoma et Radix (PCR), the rhizome and root of Polygonum cuspidatum Sieb. et Zucc., has been used as an herbal medicine for a long time. In this study, the ultrafiltration combined with high performance liquid chromatography (UF-HPLC) method was developed to screen tyrosinase (TYR), α-glucosidase (α-GLU), and xanthine oxidase (XOD) inhibitors from PCR. Firstly, the inhibitory activity of 50% methanol PCR extract on TYR, α-GLU, XOD, and acetylcholinesterase (ACHE) was tested. The extract showed a good inhibition on the enzymes, except for ACHE. Therefore, UF-HPLC experiments were carried out to screen TYR, α-GLU, and XOD inhibitors from PCR extract. Seven potential bioactive components were discovered, including methylgallate (1), 1,6-di-O-galloyl-D-glucose (2), polydatin-4'-O-D-glucoside (3), resveratrol-4'-O-D-glucoside (4), polydatin (5), malonyl glucoside resveratrol (6), and resveratrol-5-O-D-glucoside (7). Most of them were found as enzyme inhibitors from PCR for the first time, except polydatin (5), which had been reported as an α-GLUI in PCR in the literature. Finally, molecular docking analysis was applied to validate the interactions of these seven potential active components with the enzymes. Compounds 1-7 were proven as TYR inhibitors, compounds 2, 4-7 were identified as XOD inhibitors, and compounds 4-6 were confirmed as α-GLU inhibitors. In short, the current study provides a good reference for the screening of enzyme inhibitors through UF-HPLC, and provides scientific data for future studies of PCR.
- Research Article
12
- 10.2174/1568026620666201204155830
- Dec 4, 2020
- Current topics in medicinal chemistry
Liver cancer is ranked as the fifth most prevalent and third most lethal cancer worldwide. The incidence rates of this cancer are on the rise, and only limited treatment options are available. To identify and optimize the inhibitors of liver cancer cell-lines, a QSAR model was developed by using multiple linear regression methods. The robustness of the model was validated through statistical methods and wet-lab experiments. The developed QSAR models yielded high activity descriptor relationship accuracy of 91%, referred to by regression coefficient (r2= 0.91), and a high activity prediction accuracy of 89%. The external predicted (pred_r2) ability of the model was found to be 90%. The QSAR study indicates that chemical descriptors such as to measure of electronegative atom count (Epsilon3), atom type count descriptors (MMFF_10), number of a carbon atom connected with four single bonds (SssssCE- index), molecular weight and, number of oxygen atom connected with two aromatic bonds (SaaOE-index) are significantly correlated with anticancer activity. The model, which was validated statistically and through wet-lab experiments, was further used in the virtual screening of potential inhibitors against the liver cancer cell line WRL68. ADMET risk screening, synthetic accessibility, and Lipinski's rule of five are used to filter false positive hits. AfterwardS, to achieve a set of aligned ligand poses and rank the predicted active compounds, docking studies were carried out. The studied compounds and their metabolites were also analyzed for different pharmacokinetics parameters. Finally, a series of compounds was proposed as anticancer agents.
- Research Article
- 10.52711/0974-360x.2024.00312
- May 15, 2024
- Research Journal of Pharmacy and Technology
Background: Siddha medicine is one among the popular traditional systems of medicine in treating various diseases. Vitiligo is a primary autoimmune de-pigmentary disorder. Generally, melanin pigment production is diminished in vitiligo. By improving tyrosinase activity, melanogenesis can be achieved in vitiligo. Hence the phytocomponents which bind with the target Tyrosinase enzyme, act as a potential treatment for vitiligo. Objective: The objective of this study is to find the lead molecules that bind with these core bio active amino acid residues namely His 190, His54, His63, His194, His38 and His216.These bioactive residues mediates the enzymatic action of tyrosinase enzyme and tends to enhance the action of tyrosinase enzyme which improves melanogenesis. Methods: Auto dock program was used for the molecular docking studies against Tyrosinase enzyme. Results: From reported data of the herb, the phytochemicals Myricetin reveals highiest of 4 interactions with the core active amino acid residues of the target Tyrosinase enzyme.Second highiest level is reached by the compounds such as Catechin, Apigenin and Cinnamic acid with the 3 interactions with the active site . Gallic acid and Quercetin reveal 2 interactions over the target enzyme. From the results of docking study of the herb, the leads such as Catechin, Myricetin, Apigenin and Cinnamic acid possess 3-4 interactions with core target amino acids of Tyrosinase enzyme and helps in treatment and management of vitiligo. Conclusion: These phytochemicals exhibit anti-vitiligo activity by harmonising the action of tyrosinase enzyme in vitiligo treatment. Further clinical trials need to be performed for identifying the efficacy and effectiveness of Thespesia populnea in the treatment and management of vitiligo.
- Research Article
44
- 10.1016/j.bbcan.2023.188968
- Aug 30, 2023
- BBA - Reviews on Cancer
Natural tyrosinase enzyme inhibitors: A path from melanin to melanoma and its reported pharmacological activities
- Research Article
9
- 10.1371/journal.pone.0299301
- Mar 22, 2024
- PLOS ONE
The COVID-19 pandemic began in 2019 as a result of the advent of a novel coronavirus, SARS-CoV-2. At present, there are a limited number of approved antiviral agents for the treatment of COVID-19. Remdesivir, Molnupiravir, and Paxlovid have been approved by the FDA to treat COVID-19 infections. Research has shown that the main protease enzyme (Mpro) of SARS-CoV-2 plays a crucial role in the enzymatic processing of viral polyproteins. This makes Mpro an interesting therapeutic target for combating infections caused by emerging coronaviruses. The pharmacological effects of pyrroles and their derivatives have a wide range of applications. In our study, we focused on synthesizing nine novel derivatives of 2-arylamino-dihydro-indeno[1,2-b] pyrrol-4(1H)-one, with a particular emphasis on their antiviral properties. Using in silico studies involving molecular docking and DFT analyses in the gas phase using the B3LYP/6-31++G(d,p) basis set, we studied these compounds with respect to their interactions with the Mpro of SARS-CoV-2. The results of the docking analysis revealed that the synthesized compounds exhibited favorable inhibitory effects. Notably, compound 5f demonstrated the highest effectiveness against the target protein. Furthermore, the pharmacokinetic and drug-like properties of the synthesized derivatives of 2-arylamino-dihydroindeno[1,2-b] pyrrol-4(1H)-one indicated their potential as promising candidates for further development as inhibitors targeting SARS-CoV-2. However, it is imperative to determine the in vitro efficacy of these compounds through comprehensive biochemical and structural analyses.
- Research Article
22
- 10.1007/s11164-014-1602-0
- Mar 26, 2014
- Research on Chemical Intermediates
Reports of tyrosinase inhibitors from microorganisms are rare. A tyrosinase inhibitor- and insecticidal materials-producing bacterium, strain TKU026, was isolated from Taiwanese soil and identified as Burkholderia cepacia. Among the tested chitin-containing materials, squid pen best enhanced the production of tyrosinase inhibitors and insecticidal materials. The tyrosinase inhibitory activity (5,000 U/mL) and insecticidal activity (81 %) against Drosophila larvae was maximised after cultivation on 1 % squid pen-containing medium for 3 days. The tyrosinase inhibitory activity persisted even when the culture was treated with acidic or alkaline conditions of pH 3 or 11. The activities of both tyrosinase inhibitors and insecticide remained at 100 %, even after treatment at 100 °C for 30 min. The culture supernatant after 3 days of cultivation also showed antifungal activity against Aspergillus fumigatus and Fusarium oxysporum with maximal activities of 100 and 80 %, respectively, but no antibacterial activity against Escherichia coli was observed. The tyrosinase inhibitors were assumed to be polyphenolic compounds according to the results of chromatography.
- Research Article
2
- 10.1016/j.ijbiomac.2025.143600
- Jun 1, 2025
- International journal of biological macromolecules
Preparation, characterization and analysis of anthocyanin arbutin co-amorphous complexes and evaluation of the inhibition of tyrosinase.
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