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1.
Protein Sci ; 33(6): e5004, 2024 Jun.
Article En | MEDLINE | ID: mdl-38723164

Dysregulation of RNA splicing processes is intricately linked to tumorigenesis in various cancers, especially breast cancer. Cdc2-like kinase 2 (CLK2), an oncogenic RNA-splicing kinase pivotal in breast cancer, plays a significant role, particularly in the context of triple-negative breast cancer (TNBC), a subtype marked by substantial medical challenges due to its low survival rates. In this study, we employed a structure-based virtual screening (SBVS) method to identify potential CLK2 inhibitors with novel chemical structures for treating TNBC. Compound 670551 emerged as a novel CLK2 inhibitor with a 50% inhibitory concentration (IC50) value of 619.7 nM. Importantly, Compound 670551 exhibited high selectivity for CLK2 over other protein kinases. Functionally, this compound significantly reduced the survival and proliferation of TNBC cells. Results from a cell-based assay demonstrated that this inhibitor led to a decrease in RNA splicing proteins, such as SRSF4 and SRSF6, resulting in cell apoptosis. In summary, we identified a novel CLK2 inhibitor as a promising potential treatment for TNBC therapy.


Protein Kinase Inhibitors , Protein Serine-Threonine Kinases , Protein-Tyrosine Kinases , Triple Negative Breast Neoplasms , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/metabolism , Humans , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/chemistry , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Serine-Threonine Kinases/metabolism , Protein Serine-Threonine Kinases/chemistry , Protein-Tyrosine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/metabolism , Protein-Tyrosine Kinases/chemistry , Protein-Tyrosine Kinases/genetics , Female , Cell Line, Tumor , Antineoplastic Agents/pharmacology , Antineoplastic Agents/chemistry , Apoptosis/drug effects , Molecular Docking Simulation , Cell Proliferation/drug effects
2.
Protein Sci ; 33(6): e5007, 2024 Jun.
Article En | MEDLINE | ID: mdl-38723187

The identification of an effective inhibitor is an important starting step in drug development. Unfortunately, many issues such as the characterization of protein binding sites, the screening library, materials for assays, etc., make drug screening a difficult proposition. As the size of screening libraries increases, more resources will be inefficiently consumed. Thus, new strategies are needed to preprocess and focus a screening library towards a targeted protein. Herein, we report an ensemble machine learning (ML) model to generate a CDK8-focused screening library. The ensemble model consists of six different algorithms optimized for CDK8 inhibitor classification. The models were trained using a CDK8-specific fragment library along with molecules containing CDK8 activity. The optimized ensemble model processed a commercial library containing 1.6 million molecules. This resulted in a CDK8-focused screening library containing 1,672 molecules, a reduction of more than 99.90%. The CDK8-focused library was then subjected to molecular docking, and 25 candidate compounds were selected. Enzymatic assays confirmed six CDK8 inhibitors, with one compound producing an IC50 value of ≤100 nM. Analysis of the ensemble ML model reveals the role of the CDK8 fragment library during training. Structural analysis of molecules reveals the hit compounds to be structurally novel CDK8 inhibitors. Together, the results highlight a pipeline for curating a focused library for a specific protein target, such as CDK8.


Cyclin-Dependent Kinase 8 , Machine Learning , Molecular Docking Simulation , Protein Kinase Inhibitors , Cyclin-Dependent Kinase 8/antagonists & inhibitors , Cyclin-Dependent Kinase 8/chemistry , Cyclin-Dependent Kinase 8/metabolism , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Humans , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology , Drug Evaluation, Preclinical/methods
3.
Biomed Pharmacother ; 174: 116538, 2024 May.
Article En | MEDLINE | ID: mdl-38579401

Glaucoma is considered a neurodegenerative disease characterized by progressive visual field defects that may lead to blindness. Although controlling intraocular pressure (IOP) is the mainstay of glaucoma treatment, some glaucoma patients have unmet needs due to unclear pathogenic mechanisms. Recently, there has been growing evidence that neuroinflammation is a potential target for the development of novel antiglaucoma agents. In this study, we investigated the protective effects and cellular mechanisms of H7E, a novel small molecule inhibits HDAC8, using in vitro and in vivo glaucoma-like models. Importantly, H7E mitigated extracellular MMP-9 activity and MCP-1 levels in glutamate- or S100B-stimulated reactive Müller glia. In addition, H7E inhibited the upregulation of inflammation- and proliferation-related signaling pathways, particularly the ERK and JNK MAPK pathways. Under conditions of oxidative damage, H7E prevents retinal cell death and reduces extracellular glutamate released from stressed Müller glia. In a mouse model of NMDA-induced retinal degeneration, H7E alleviated functional and structural defects within the inner retina as assessed by electroretinography and optical coherence tomography. Our results demonstrated that the newly identified compound H7E protects against glaucoma damage by specifically targeting HDAC8 activity in the retina. This protective effect is attributed to the inhibition of Müller glial activation and the prevention of retinal cell death caused by oxidative stress.


Ependymoglial Cells , Glaucoma , Histone Deacetylase Inhibitors , Histone Deacetylases , Mice, Inbred C57BL , Oxidative Stress , Animals , Oxidative Stress/drug effects , Glaucoma/drug therapy , Glaucoma/metabolism , Glaucoma/pathology , Histone Deacetylase Inhibitors/pharmacology , Ependymoglial Cells/drug effects , Ependymoglial Cells/metabolism , Ependymoglial Cells/pathology , Mice , Histone Deacetylases/metabolism , Retina/drug effects , Retina/metabolism , Retina/pathology , Disease Models, Animal , Neuroprotective Agents/pharmacology , Male , Retinal Degeneration/drug therapy , Retinal Degeneration/pathology , Retinal Degeneration/metabolism , Retinal Degeneration/prevention & control
4.
Int J Biol Macromol ; 259(Pt 1): 129074, 2024 Feb.
Article En | MEDLINE | ID: mdl-38163507

The overexpression of dual-specificity tyrosine phosphorylation-regulated kinase 1A (DYRK1A), commonly observed in neurodegenerative diseases like Alzheimer's disease (AD) and Down syndrome (DS), can induce the formation of neurofibrillary tangles (NFTs) and amyloid plaques. Hence, designing a selective DYRK1A inhibitor would result in a promising small molecule for treating neurodegenerative diseases. Developing selective inhibitors for DYRK1A has been a difficult challenge due to the highly preserved ATP-binding site of protein kinases. In this study, we employed a structure-based virtual screening (SBVS) campaign targeting DYRK1A from a database containing 1.6 million compounds. Enzymatic assays were utilized to verify inhibitory properties, confirming that Y020-3945 and Y020-3957 showed inhibitory activity towards DYRK1A. In particular, the compounds exhibited high selectivity for DYRK1A over a panel of 120 kinases, reduced the phosphorylation of tau, and reversed the tubulin polymerization for microtubule stability. Additionally, treatment with the compounds significantly reduced the secretion of inflammatory cytokines IL-6 and TNF-α activated by DYRK1A-assisted NFTs and Aß oligomers. These identified inhibitors possess promising therapeutic potential for conditions associated with DYRK1A in neurodegenerative diseases. The results showed that Y020-3945 and Y020-3957 demonstrated structural novelty compared to known DYRK1A inhibitors, making them a valuable addition to developing potential treatments for neurodegenerative diseases.


Alzheimer Disease , Neurodegenerative Diseases , Humans , Phosphorylation , Protein-Tyrosine Kinases/metabolism , Protein Serine-Threonine Kinases/metabolism , Alzheimer Disease/drug therapy , Alzheimer Disease/metabolism , Neurodegenerative Diseases/metabolism , Microtubules/metabolism , Tyrosine/metabolism , tau Proteins/metabolism , Protein Kinase Inhibitors/metabolism
5.
RSC Adv ; 13(45): 31595-31601, 2023 Oct 26.
Article En | MEDLINE | ID: mdl-37908644

The K2S2O8-mediated generation of p-iminoquinone contributed to the regioselective substitution of isoquinolin-5,8-dione. This hydroxyl group-guided substitution was also applied to selected heterocycles and addressed the regioselectivity issue of quinones. This study has provided an expeditious pathway from isoquinolin-5-ol (5) to ellipticine (1) and isoellipticine (2), which benefits the comprehensive comparison of their activity. Compounds 1 and 2 displayed marked MYLK4 inhibitory activity with IC50 values of 7.1 and 6.1 nM, respectively. In the cellular activity of AML cells (MV-4-11 and MOLM-13), compound 1 showed better AML activity than compound 2.

6.
J Food Drug Anal ; 31(2): 358-370, 2023 06 15.
Article En | MEDLINE | ID: mdl-37335158

Alzheimer's disease (AD) is a devastating neurodegenerative disease with more than 50 million people suffer from it. Unfortunately, none of the currently available drugs is able to improve cognitive impairment in AD patients. Urolithin A (UA) is a metabolite obtained from ellagic acid and ellagitannin through the intestinal flora, and it has antioxidant and anti-inflammatory properties. Previous reports found that UA had neuroprotective effects in an AD animal model, but the detailed mechanism still needs to be elucidated. In this study, we performed kinase-profiling to show that dual-specific tyrosine phosphorylation-regulated kinase 1A (DYRK1A) is the main target of UA. Studies showed that the level of DYRK1A in AD patients' brains was higher than that of healthy people, and it was closely related to the occurrence and progression of AD. Our results revealed that UA significantly reduced the activity of DYRK1A, which led to de-phosphorylation of tau and further stabilized microtubule polymerization. UA also provided neuroprotective effects by inhibiting the production of inflammatory cytokines caused by Aß. We further showed that UA significantly improved memory impairment in an AD-like mouse model. In summary, our results indicate that UA is a DYRK1A inhibitor that may provide therapeutic advantages for AD patients.


Alzheimer Disease , Neurodegenerative Diseases , Neuroprotective Agents , Mice , Animals , Alzheimer Disease/drug therapy , Alzheimer Disease/metabolism , Neuroprotective Agents/pharmacology , Coumarins/pharmacology , Coumarins/therapeutic use
7.
Eur J Med Chem ; 256: 115459, 2023 Aug 05.
Article En | MEDLINE | ID: mdl-37172473

Monoamine oxidase A (MAO A) and heat shock protein 90 (HSP90) inhibitors have been shown to decrease the progression of glioblastoma (GBM) and other cancers. In this study, a series of MAO A/HSP90 dual inhibitors were designed and synthesized in the hope to develop more effective treatment of GBM. Compounds 4-b and 4-c are conjugates of isopropylresorcinol (pharmacophore of HSP90 inhibitor) with the phenyl group of clorgyline (MAO A inhibitor) by a tertiary amide bond substituted with methyl (4-b) or ethyl (4-c) group, respectively. They inhibited MAO A activity, HSP90 binding, and the growth of both TMZ-sensitive and -resistant GBM cells. Western blots showed that they increased HSP70 expression indicating reduced function of HSP90, reduced HER2 and phospho-Akt expression similar to MAO A or HSP90 inhibitor itself. Both compounds decreased IFN-γ induced PD-L1 expression in GL26 cells, suggesting they can act as immune checkpoint inhibitor. Further, they reduced tumor growth in GL26 mouse model. NCI-60 analysis showed they also inhibited the growth of colon cancer, leukemia, non-small cell lung and other cancers. Taken together, this study demonstrates MAO A/HSP90 dual inhibitors 4-b and 4-c reduced the growth of GBM and other cancers, and they have potential to inhibit tumor immune escape.


Antineoplastic Agents , Glioblastoma , Mice , Animals , Monoamine Oxidase/metabolism , Glioblastoma/drug therapy , Monoamine Oxidase Inhibitors/pharmacology , Clorgyline/pharmacology , Antineoplastic Agents/pharmacology , HSP70 Heat-Shock Proteins , HSP90 Heat-Shock Proteins
8.
J Enzyme Inhib Med Chem ; 38(1): 2212326, 2023 Dec.
Article En | MEDLINE | ID: mdl-37190931

Class II histone deacetylases (HDACs) are considered as potential targets to treat Alzheimer's disease (AD). Previously, C-3 substituted phenothiazine-containing compounds with class II HDAC-inhibiting activities was found to promote neurite outgrowth. This study replaced phenothiazine moiety with phenoxazine that contains many C-3 and C-4 substituents. Some resulting compounds bearing the C-4 substituent on a phenoxazine ring displayed potent class II HDAC inhibitory activities. Structure-activity relationship (SAR) of these compounds that inhibited HDAC isoenzymes was disclosed. Molecular modelling analysis demonstrates that the potent activities of C-4 substituted compounds probably arise from π-π stacked interactions between these compounds and class IIa HDAC enzymes. One of these, compound 7d exhibited the most potent class II HDAC inhibition (IC50= 3-870 nM). Notably, it protected neuron cells from H2O2-induced neuron damage at sub-µM concentrations, but with no significant cytotoxicity. These findings show that compound 7d is a lead compound for further development of anti-neurodegenerative agents.


Antineoplastic Agents , Hydroxamic Acids , Hydroxamic Acids/pharmacology , Histone Deacetylase Inhibitors/pharmacology , Hydrogen Peroxide/pharmacology , Structure-Activity Relationship , Histone Deacetylases/metabolism , Antineoplastic Agents/pharmacology , Histone Deacetylase 1/pharmacology , Cell Proliferation
9.
Biomed Pharmacother ; 162: 114667, 2023 Jun.
Article En | MEDLINE | ID: mdl-37037092

Prostate cancer is a prevalent malignancy among men globally, and androgen deprivation therapy is the conventional first-line treatment for metastatic prostate cancer. While androgen deprivation therapy is efficacious in castration-sensitive prostate cancer, it remains less effective in castration-resistant cases. Transcriptional dysregulation is a well-established hallmark of cancer, and targeting proteins involved in transcriptional regulation, such as cyclin-dependent kinase 8 (CDK8), has become an attractive therapeutic strategy. CDK8, a nuclear serine-threonine kinase, is a key component of the mediator complex and plays a critical role in transcriptional regulation. Recent studies have highlighted the promising role of CDK8 as a target in the treatment of metastatic prostate cancer. Our study assessed the efficacy of a novel CDK8 inhibitor, E966-0530-45418, which exhibited potent CDK8 inhibition (IC50 of 129 nM) and high CDK8 selectivity. Treatment with E966-0530-45418 significantly inhibited prostate cancer cell migration and epithelial-to-mesenchymal transition (EMT) at both the RNA and protein levels. Further mechanistic analysis indicated that E966-0530-45418 suppresses prostate cancer metastasis by decreasing CDK8 activity and inhibiting TGF-ß1-mediated Smad3/RNA polymerase II linker phosphorylation and Akt/GSK3ß/ß-catenin signaling. The results in animal model also showed that E966-0530-45418 exhibited anti-metastatic properties in vivo. Our study demonstrated that E966-0530-45418 has great therapeutic potential in the treatment of metastatic prostate cancer.


Cyclin-Dependent Kinase 8 , Prostatic Neoplasms , Animals , Humans , Male , Androgen Antagonists , Androgens , Cell Line, Tumor , Cyclin-Dependent Kinase 8/antagonists & inhibitors , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/pathology , Signal Transduction , Neoplasm Metastasis
10.
Kaohsiung J Med Sci ; 39(7): 718-731, 2023 Jul.
Article En | MEDLINE | ID: mdl-37052190

13-Acetoxysarcocrassolide (13-AC) is a marine cembranoid derived from the aquaculture soft coral of Lobophytum crassum. The cytotoxic effect of 13-AC against leukemia cells was previously reported but its mechanism of action is still unexplored. In the current study, we showed that 13-AC induced apoptosis of human acute lymphoblastic leukemia Molt4 cells, as evidenced by the cleavage of PARP and caspases, phosphatidylserine externalization, as well as the disruption of mitochondrial membrane potential. The use of N-acetylcysteine (NAC), a reactive oxygen species (ROS) scavenger, attenuated the cytotoxic effect induced by 13-AC. Molecular docking and thermal shift assay indicated that the cytotoxic mechanism of action of 13-AC involved the inhibition of heat shock protein 90 (Hsp 90) activity by eliciting the level of Hsp 70 and topoisomerase IIα in Molt4 cells. 13-AC also exhibited potent antitumor activity by reducing the tumor volume (48.3%) and weight (72.5%) in the in vivo Molt4 xenograft mice model. Our findings suggested that the marine cembranoid, 13-AC, acted as a dual inhibitor of Hsp 90 and topoisomerase IIα, exerting more potent apoptotic activity via the enhancement of ROS generation.


Anthozoa , Antineoplastic Agents , Humans , Animals , Mice , Reactive Oxygen Species/metabolism , Cell Line, Tumor , Molecular Docking Simulation , Anthozoa/metabolism , Oxidative Stress , Apoptosis , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , DNA Topoisomerases, Type II/metabolism , Heat-Shock Proteins/metabolism , Heat-Shock Proteins/pharmacology
11.
Comput Biol Med ; 156: 106722, 2023 04.
Article En | MEDLINE | ID: mdl-36878123

Identifying hit compounds is an important step in drug development. Unfortunately, this process continues to be a challenging task. Several machine learning models have been generated to aid in simplifying and improving the prediction of candidate compounds. Models tuned for predicting kinase inhibitors have been established. However, an effective model can be limited by the size of the chosen training dataset. In this study, we tested several machine learning models to predict potential kinase inhibitors. A dataset was curated from a number of publicly available repositories. This resulted in a comprehensive dataset covering more than half of the human kinome. More than 2,000 kinase models were established using different model approaches. The performances of the models were compared, and the Keras-MLP model was determined to be the best performing model. The model was then used to screen a chemical library for potential inhibitors targeting platelet-derived growth factor receptor-ß (PDGFRB). Several PDGFRB candidates were selected, and in vitro assays confirmed four compounds with PDGFRB inhibitory activity and IC50 values in the nanomolar range. These results show the effectiveness of machine learning models trained on the reported dataset. This report would aid in the establishment of machine learning models as well as in the discovery of novel kinase inhibitors.


Artificial Intelligence , Receptor, Platelet-Derived Growth Factor beta , Humans , Machine Learning
12.
Br J Pharmacol ; 180(16): 2120-2139, 2023 08.
Article En | MEDLINE | ID: mdl-36929355

BACKGROUND AND PURPOSE: Acute respiratory distress syndrome (ARDS) is a catastrophic pulmonary inflammatory dysfunction with a high mortality rate. An overwhelming immune response by neutrophils is a key feature in infective or sterile ARDS. The formyl peptide receptor 1 (FPR1) is a crucial damage-sensing receptor for inflammatory reactions in the initiation and progression of neutrophil-mediated ARDS. However, effective targets for controlling dysregulated neutrophilic inflammatory injuries in ARDS are limited. EXPERIMENTAL APPROACH: Human neutrophils were used to explore the anti-inflammatory effects of cyclic lipopeptide anteiso-C13-surfactin (IA-1) from marine Bacillus amyloliquefaciens. The lipopolysaccharide-induced model of ARDS in mice was used to determine the therapeutic potential of IA-1 in ARDS. Lung tissues were harvested for histology analyses. KEY RESULTS: The lipopeptide IA-1 inhibited immune responses of neutrophils, including respiratory burst, degranulation, and expression of adhesion molecules. IA-1 inhibited the binding of N-formyl peptides to FPR1 in human neutrophils and in hFPR1-transfected HEK293 cells. We identified IA-1 as a competitive FPR1 antagonist, thus diminishing the downstream signalling pathways involving calcium, mitogen-activated protein kinases and Akt. Furthermore, IA-1 ameliorated the inflammatory damage to lung tissue, by decreasing neutrophil infiltration, reducing elastase release and oxidative stress in endotoxemic mice. CONCLUSION AND IMPLICATIONS: The lipopeptide IA-1 could serve as a therapeutic option for ARDS by inhibiting FPR1-mediated neutrophilic injury.


Neutrophils , Respiratory Distress Syndrome , Humans , Animals , Mice , Receptors, Formyl Peptide/metabolism , HEK293 Cells , Respiratory Distress Syndrome/drug therapy , Lipopeptides/pharmacology
13.
J Enzyme Inhib Med Chem ; 38(1): 2166039, 2023 Dec.
Article En | MEDLINE | ID: mdl-36683274

Inhibiting a specific target in cancer cells and reducing unwanted side effects has become a promising strategy in pancreatic cancer treatment. MAP4K4 is associated with pancreatic cancer development and correlates with poor clinical outcomes. By phosphorylating MKK4, proteins associated with cell apoptosis and survival are translated. Therefore, inhibiting MAP4K4 activity in pancreatic tumours is a new therapeutic strategy. Herein, we performed a structure-based virtual screening to identify MAP4K4 inhibitors and discovered the compound F389-0746 with a potent inhibition (IC50 120.7 nM). The results of kinase profiling revealed that F389-0746 was highly selective to MAP4K4 and less likely to cause side effects. Results of in vitro experiments showed that F389-0746 significantly suppressed cancer cell growth and viability. Results of in vivo experiments showed that F389-0746 displayed comparable tumour growth inhibition with the group treated with gemcitabine. These findings suggest that F389-0746 has promising potential to be further developed as a novel pancreatic cancer treatment.


Antineoplastic Agents , Pancreatic Neoplasms , Protein Kinase Inhibitors , Protein Serine-Threonine Kinases , Humans , Cell Line, Tumor , Gemcitabine/chemistry , Gemcitabine/pharmacology , Intracellular Signaling Peptides and Proteins , Pancreatic Neoplasms/enzymology , Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Computer Simulation , Pancreatic Neoplasms
14.
Biomed Pharmacother ; 159: 114258, 2023 Mar.
Article En | MEDLINE | ID: mdl-36708700

Cyclin-dependent protein kinase 8 (CDK8) plays important roles in regulating fibrotic growth factors and inflammatory signaling pathways. Long-term chronic inflammation of the lungs can lead to idiopathic pulmonary fibrosis (IPF). Abnormal alveolar epithelial regeneration leads to the release of various fibrotic growth factors and the activation of inflammatory cells. CDK8 regulates profibrotic cytokines broadly implicated in the pathogenesis of fibrosis. Therefore, inhibition of CDK8 is considered a promising strategy for treating IPF. Here, CDK8 inhibitors were designed and optimized using a fragment-based drug design strategy. Testing results revealed that 71% of the synthesized compounds inhibited CDK8 activity better than the original compound E966-0530. Of these compounds, compound 4k exhibited the strongest CDK8 enzyme-inhibiting activity (IC50 =129 nM). Notably, it displayed a 13-fold increase in potency when compared to E966-0530. Experiments on toxicity and inhibition of epithelial-mesenchymal transition (EMT) protein expressions showed that compound 4k can inhibit EMT protein expressions, but with no significant cytotoxicity for alveolar epithelial cells. Compound 4k showed a potent inhibitory effect in cell migration assays. Furthermore, compound 4k significantly inhibited the phosphorylation of p-Smad3 and RNA Pol II, which are critical mediators in the fibrotic response signaling pathway. Compound 4k remarkably reduced TGF-ß1-induced oxidative stress. The above results reveal optimized CDK8 inhibitors with potential use for IPF therapeutic treatment.


Cyclin-Dependent Kinases , Idiopathic Pulmonary Fibrosis , Humans , Cyclin-Dependent Kinases/metabolism , Cyclin-Dependent Kinase 8 , Indoles/pharmacology , Transforming Growth Factor beta1/metabolism , Phosphorylation , Signal Transduction , Fibrosis , Idiopathic Pulmonary Fibrosis/drug therapy , Epithelial-Mesenchymal Transition , Protein Kinase Inhibitors/pharmacology
15.
Biomed Pharmacother ; 154: 113585, 2022 Oct.
Article En | MEDLINE | ID: mdl-36029536

Glutaminase (GLS) serves a critical bioenergetic role for malignant tumor growth and has become a valuable therapeutic target for cancer treatment. Herein, we performed a structure-based virtual screening to discover novel GLS inhibitors and provide information for developing new GLS inhibitors. We identified critical pharmacological interactions in the GLS1 binding site by analyzing the known GLS1 inhibitors and selected potential inhibitors based on their docking score and pharmacological interactions. The inhibitory effects of compounds were further confirmed by enzymatic and cell viability assays. We treated colorectal cancer and triple-negative breast cancer cells with the selected candidates and measured the inhibitory efficacy of hit compounds on cell viability. In total, we identified three GLS1 inhibitors. The compounds identified from our structure-based virtual screening methodology exhibited great anticancer potential as a lead targeting glutamine metabolism.


Glutaminase , Triple Negative Breast Neoplasms , Cell Line, Tumor , Cell Survival , Glutaminase/metabolism , Glutamine/metabolism , Humans , Kidney/metabolism , Triple Negative Breast Neoplasms/drug therapy
16.
Phytomedicine ; 100: 154061, 2022 Jun.
Article En | MEDLINE | ID: mdl-35364561

BACKGROUND: Acute myeloid leukemia (AML) is a heterogeneous disease with poor overall survival characterized by various genetic changes. The continuous activation of oncogenic pathways leads to the development of drug resistance and limits current therapeutic efficacy. Therefore, a multi-targeting inhibitor may overcome drug resistance observed in AML treatment. Recently, groups of flavonoids, such as flavones and flavonols, have been shown to inhibit a variety of kinase activities, which provides potential opportunities for further anticancer applications. PURPOSE: In this study, we evaluated the anticancer effects of flavonoid compounds collected from our in-house library and investigated their potential anticancer mechanisms by targeting multiple kinases for inhibition in AML cells. METHODS: The cytotoxic effect of the compounds was detected by cell viability assays. The kinase inhibitory activity of the selected compound was detected by kinase-based and cell-based assays. The binding conformation and interactions were investigated by molecular docking analysis. Flow cytometry was used to evaluate the cell cycle distribution and cell apoptosis. The protein and gene expression were estimated by western blotting and qPCR, respectively. RESULTS: In this study, an O-methylated flavonol (compound 11) was found to possess remarkable cytotoxic activity against AML cells compared to treatment in other cancer cell lines. The compound was demonstrated to act against multiple kinases, which play critical roles in survival signaling in AML, including FLT3, MNK2, RSK, DYRK2 and JAK2 with IC50 values of 1 - 2 µM. Compared to our previous flavonoid compounds, which only showed inhibitions against MNKs or FLT3, compound 11 exhibited multiple kinase inhibitory abilities. Moreover, compound 11 showed effectiveness in inhibiting internal tandem duplications of FLT3 (FLT3-ITDs), which accounts for 25% of AML cases. The interactions between compound 11 and targeted kinases were investigated by molecular docking analysis. Mechanically, compound 11 caused dose-dependent accumulation of leukemic cells at the G0/G1 phase and followed by the cells undergoing apoptosis. CONCLUSION: O-methylated flavonol, compound 11, can target multiple kinases, which may provide potential opportunities for the development of novel therapeutics for drug-resistant AMLs. This work provides a good starting point for further compound optimization.


Antineoplastic Agents , Leukemia, Myeloid, Acute , Antineoplastic Agents/pharmacology , Apoptosis , Cell Line, Tumor , Flavonoids/pharmacology , Flavonoids/therapeutic use , Flavonols/pharmacology , Flavonols/therapeutic use , Humans , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/metabolism , Molecular Docking Simulation , Mutation , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , fms-Like Tyrosine Kinase 3/genetics , fms-Like Tyrosine Kinase 3/pharmacology , fms-Like Tyrosine Kinase 3/therapeutic use
17.
J Enzyme Inhib Med Chem ; 37(1): 226-235, 2022 Dec.
Article En | MEDLINE | ID: mdl-34894949

Bruton tyrosine kinase (BTK) is linked to multiple signalling pathways that regulate cellular survival, activation, and proliferation. A covalent BTK inhibitor has shown favourable outcomes for treating B cell malignant leukaemia. However, covalent inhibitors require a high reactive warhead that may contribute to unexpected toxicity, poor selectivity, or reduced effectiveness in solid tumours. Herein, we report the identification of a novel noncovalent BTK inhibitor. The binding interactions (i.e. interactions from known BTK inhibitors) for the BTK binding site were identified and incorporated into a structure-based virtual screening (SBVS). Top-rank compounds were selected and testing revealed a BTK inhibitor with >50% inhibition at 10 µM concentration. Examining analogues revealed further BTK inhibitors. When tested across solid tumour cell lines, one inhibitor showed favourable inhibitory activity, suggesting its potential for targeting BTK malignant tumours. This inhibitor could serve as a basis for developing an effective BTK inhibitor targeting solid cancers.


Agammaglobulinaemia Tyrosine Kinase/antagonists & inhibitors , Antineoplastic Agents/pharmacology , Protein Kinase Inhibitors/pharmacology , Small Molecule Libraries/pharmacology , Agammaglobulinaemia Tyrosine Kinase/metabolism , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/chemistry , Cell Proliferation/drug effects , Cells, Cultured , Dose-Response Relationship, Drug , Drug Evaluation, Preclinical , Drug Screening Assays, Antitumor , Humans , Molecular Structure , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Small Molecule Libraries/chemical synthesis , Small Molecule Libraries/chemistry , Structure-Activity Relationship
18.
Biomed Pharmacother ; 146: 112580, 2022 Feb.
Article En | MEDLINE | ID: mdl-34968920

The dysregulation of DYRK1A is implicated in many diseases such as cancer, diabetes, and neurodegenerative diseases. Alzheimer's disease is one of the most common neurodegenerative disease and has elevated interest in DYRK1A research. Overexpression of DYRK1A has been linked to the formation of tau aggregates. Currently, an effective therapeutic treatment that targets DYRK1A is lacking. A specific small-molecule inhibitor would further our understanding of the physiological role of DYRK1A in neurodegenerative diseases and could be presented as a possible therapeutic option. In this study, we identified pharmacological interactions within the DYRK1A active site and performed a structure-based virtual screening approach to identify a selective small-molecule inhibitor. Several compounds were selected in silico for enzymatic and cellular assays, yielding a novel inhibitor. A structure-activity relationship analysis was performed to identify areas of interactions for the compounds selected in this study. When tested in vitro, reduction of DYRK1A dependent phosphorylation of tau was observed for active compounds. The active compounds also improved tau turbidity, suggesting that these compounds could alleviate aberrant tau aggregation. Testing the active compound against a panel of kinases across the kinome revealed greater selectivity towards DYRK1A. Our study demonstrates a serviceable protocol that identified a novel and selective DYRK1A inhibitor with potential for further study in tau-related pathologies.


Protein Serine-Threonine Kinases/antagonists & inhibitors , Protein-Tyrosine Kinases/antagonists & inhibitors , Cell Line , Phosphorylation , Structure-Activity Relationship , Tubulin/drug effects , tau Proteins/drug effects , Dyrk Kinases
19.
Biomed Pharmacother ; 146: 112459, 2022 Feb.
Article En | MEDLINE | ID: mdl-34953394

Chronic inflammation is an underlying cause in a number of diseases. Cyclin-dependent kinase 8 (CDK8) has been implicated as an inflammatory mediator, indicating its potential as an anti-inflammatory target. Herein, we performed structure-based virtual screening (SBVS) to identify novel CDK8 inhibitors. The pharmacological interactions for CDK8 were identified and incorporated into a SBVS protocol. Selected compounds were tested in enzymatic assays, and one compound was confirmed to be a CDK8 inhibitor with a 50% inhibitory concentration (IC50) value of 1684.4 nM. Comparing structural analogs identified a compound, F059-1017, with greater potency (IC50 558.1 nM). When tested in cell lines, the compounds displayed low cytotoxicity. Cellular assays revealed that the identified CDK8 inhibitors can reduce phosphorylation and expression of signaling mediators associated with inflammation. In addition, results of kinase profiling showed that compound F059-1017 is selective towards CDK8. These findings suggest that the new inhibitors have great potential as lead compounds for developing novel anti-inflammatory therapeutics.


Anti-Inflammatory Agents/pharmacology , Cyclin-Dependent Kinase 8/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacology , Animals , Cell Line , Cell Survival/drug effects , Cyclin-Dependent Kinase 8/metabolism , Cyclooxygenase 2/metabolism , Cytokines/metabolism , Humans , Lipopolysaccharides/pharmacology , Mice , Models, Molecular , NF-kappa B/metabolism , Nitric Oxide Synthase Type II/metabolism , Oxindoles
20.
J Med Chem ; 64(24): 17824-17845, 2021 12 23.
Article En | MEDLINE | ID: mdl-34908406

Pragmatic insertion of pargyline, a LSD1 inhibitor, as a surface recognition part in the HDAC inhibitory pharmacophore was planned in pursuit of furnishing potent antiprostate cancer agents. Resultantly, compound 14 elicited magnificent cell growth inhibitory effects against the PC-3 and DU-145 cell lines and led to remarkable suppression of tumor growth in human prostate PC-3 and DU-145 xenograft nude mouse models. The outcome of the enzymatic assays ascertained that the substantial antiproliferative effects of compound 14 were mediated through HDAC6 isoform inhibition as well as selective MAO-A and LSD1 inhibition. Moreover, the signatory feature of LSD1 inhibition by 14 in the context of H3K4ME2 accumulation was clearly evident from the results of western blot analysis. Gratifyingly, hydroxamic acid 14 demonstrates good human hepatocytic stability and good oral bioavailability in rats and exhibits enough promise to emerge as a therapeutic for the treatment of prostate cancer in the near future.


Antineoplastic Agents/therapeutic use , Histone Deacetylase Inhibitors/therapeutic use , Histone Demethylases/antagonists & inhibitors , Pargyline/pharmacology , Prostatic Neoplasms/drug therapy , Histone Deacetylase Inhibitors/pharmacology , Humans , Male , Pargyline/therapeutic use
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