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1.
Int J Mol Sci ; 25(9)2024 Apr 25.
Article in English | MEDLINE | ID: mdl-38731916

ABSTRACT

Herein, we report a series of 1,3-diarylpyrazoles that are analogues of compound 26/HIT 8. We previously identified this molecule as a 'hit' during a high-throughput screening campaign for autophagy inducers. A variety of synthetic strategies were utilized to modify the 1,3-diarylpyrazole core at its 1-, 3-, and 4-position. Compounds were assessed in vitro to identify their cytotoxicity properties. Of note, several compounds in the series displayed relevant cytotoxicity, which warrants scrutiny while interpreting biological activities that have been reported for structurally related molecules. In addition, antiparasitic activities were recorded against a range of human-infective protozoa, including Trypanosoma cruzi, T. brucei rhodesiense, and Leishmania infantum. The most interesting compounds displayed low micromolar whole-cell potencies against individual or several parasitic species, while lacking cytotoxicity against human cells.


Subject(s)
Pyrazoles , Trypanosoma cruzi , Pyrazoles/pharmacology , Pyrazoles/chemistry , Pyrazoles/chemical synthesis , Humans , Trypanosoma cruzi/drug effects , Antiparasitic Agents/pharmacology , Antiparasitic Agents/chemical synthesis , Antiparasitic Agents/chemistry , Drug Design , Leishmania infantum/drug effects , Structure-Activity Relationship , Trypanosoma brucei rhodesiense/drug effects , Antiprotozoal Agents/pharmacology , Antiprotozoal Agents/chemical synthesis , Antiprotozoal Agents/chemistry
2.
Int J Mol Sci ; 25(9)2024 Apr 24.
Article in English | MEDLINE | ID: mdl-38731842

ABSTRACT

(1) Autophagy plays a significant role in development and cell proliferation. This process is mainly accomplished by the LC3 protein, which, after maturation, builds the nascent autophagosomes. The inhibition of LC3 maturation results in the interference of autophagy activation. (2) In this study, starting from the structure of a known LC3B binder (LIR2-RavZ peptide), we identified new LC3B ligands by applying an in silico drug design strategy. The most promising peptides were synthesized, biophysically assayed, and biologically evaluated to ascertain their potential antiproliferative activity on five humans cell lines. (3) A cyclic peptide (named Pep6), endowed with high conformational stability (due to the presence of a disulfide bridge), displayed a Kd value on LC3B in the nanomolar range. Assays accomplished on PC3, MCF-7, and A549 cancer cell lines proved that Pep6 exhibited cytotoxic effects comparable to those of the peptide LIR2-RavZ, a reference LC3B ligand. Furthermore, it was ineffective on both normal prostatic epithelium PNT2 and autophagy-defective prostate cancer DU145 cells. (4) Pep6 can be considered a new autophagy inhibitor that can be employed as a pharmacological tool or even as a template for the rational design of new small molecules endowed with autophagy inhibitory activity.


Subject(s)
Autophagy , Drug Design , Peptides, Cyclic , Humans , Autophagy/drug effects , Peptides, Cyclic/pharmacology , Peptides, Cyclic/chemistry , Peptides, Cyclic/chemical synthesis , Cell Line, Tumor , Cell Proliferation/drug effects , Antineoplastic Agents/pharmacology , Antineoplastic Agents/chemistry , Antineoplastic Agents/chemical synthesis , Microtubule-Associated Proteins/metabolism , Molecular Docking Simulation , A549 Cells , MCF-7 Cells
3.
Eur J Med Chem ; 271: 116443, 2024 May 05.
Article in English | MEDLINE | ID: mdl-38691887

ABSTRACT

Xanthine oxidase (XO) is a key enzyme for the production of uric acid in the human body. XO inhibitors (XOIs) are clinically used for the treatment of hyperuricemia and gout, as they can effectively inhibit the production of uric acid. Previous studies indicated that both indole and isoxazole derivatives have good inhibitory effects against XO. Here, we designed and synthesized a novel series of N-5-(1H-indol-5-yl)isoxazole-3-carboxylic acids according to bioisosteric replacement and hybridization strategies. Among the obtained target compounds, compound 6c showed the best inhibitory activity against XO with an IC50 value of 0.13 µM, which was 22-fold higher than that of the classical antigout drug allopurinol (IC50 = 2.93 µM). Structure-activity relationship analysis indicated that the hydrophobic group on the nitrogen atom of the indole ring is essential for the inhibitory potencies of target compounds against XO. Enzyme kinetic studies proved that compound 6c acted as a mixed-type XOI. Molecular docking studies showed that the target compound 6c could not only retain the key interactions similar to febuxostat at the XO binding site but also generate some new interactions, such as two hydrogen bonds between the oxygen atom of the isoxazole ring and the amino acid residues Ser876 and Thr1010. These results indicated that 5-(1H-indol-5-yl)isoxazole-3-carboxylic acid might be an efficacious scaffold for designing novel XOIs and compound 6c has the potential to be used as a lead for further the development of novel anti-gout candidates.


Subject(s)
Carboxylic Acids , Drug Design , Enzyme Inhibitors , Isoxazoles , Xanthine Oxidase , Xanthine Oxidase/antagonists & inhibitors , Xanthine Oxidase/metabolism , Structure-Activity Relationship , Enzyme Inhibitors/pharmacology , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/chemistry , Isoxazoles/chemistry , Isoxazoles/pharmacology , Isoxazoles/chemical synthesis , Carboxylic Acids/pharmacology , Carboxylic Acids/chemistry , Carboxylic Acids/chemical synthesis , Molecular Structure , Humans , Molecular Docking Simulation , Indoles/pharmacology , Indoles/chemistry , Indoles/chemical synthesis , Dose-Response Relationship, Drug
4.
Drug Dev Res ; 85(3): e22182, 2024 May.
Article in English | MEDLINE | ID: mdl-38704829

ABSTRACT

Our research aims to reduce the bacterial resistance of clindamycin against Gram-positive bacteria and expand its range of bacterial susceptibility. First, we optimized the structure of clindamycin based on its structure-activity relationship. Second, we employed the fractional inhibitory concentration method to detect drugs suitable for combination with clindamycin derivatives. We then used a linker to connect the clindamycin derivatives with the identified combined therapy drugs. Finally, we tested antibacterial susceptibility testing and conducted in vitro bacterial inhibition activity assays to determine the compounds. with the highest efficacy. The results of our study show that we synthesized clindamycin propionate derivatives and clindamycin homo/heterodimer derivatives, which exhibited superior antibacterial activity compared to clindamycin and other antibiotics against both bacteria and fungi. In vitro bacteriostatic activity testing against four types of Gram-negative bacteria and one type of fungi revealed that all synthesized compounds had bacteriostatic effects at least 1000 times better than clindamycin and sulfonamides. The minimum inhibitory concentration (MIC) values for these compounds ranged from 0.25 to 0.0325 mM. Significantly, compound 5a demonstrated the most potent inhibitory activity against three distinct bacterial strains, displaying MIC values spanning from 0.0625 to 0.0325 mM. Furthermore, our calculations indicate that compound 5a is safe for cellular use. In conclusion, the synthesized compounds hold great promise in addressing bacterial antibiotic resistance.


Subject(s)
Anti-Bacterial Agents , Clindamycin , Drug Design , Drug Resistance, Multiple, Bacterial , Gram-Negative Bacteria , Microbial Sensitivity Tests , Clindamycin/pharmacology , Clindamycin/chemical synthesis , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/chemistry , Drug Resistance, Multiple, Bacterial/drug effects , Gram-Negative Bacteria/drug effects , Structure-Activity Relationship , Humans , Gram-Positive Bacteria/drug effects , Antifungal Agents/pharmacology , Antifungal Agents/chemical synthesis , Antifungal Agents/chemistry
5.
BMC Complement Med Ther ; 24(Suppl 1): 179, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693521

ABSTRACT

BACKGROUND: Traditional oriental medicines (TOMs) are a medical practice that follows different philosophies to pharmaceutical drugs and they have been in use for many years in different parts of the world. In this study, by integrating TOM formula and pharmaceutical drugs, we performed target space analysis between TOM formula target space and small-molecule drug target space. To do so, we manually curated 46 TOM formulas that are known to treat Anxiety, Diabetes mellitus, Epilepsy, Hypertension, Obesity, and Schizophrenia. Then, we employed Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET) properties such as human ether-a-go-go related gene (hERG) inhibition, Carcinogenicity, and AMES toxicity to filter out potentially toxic herbal ingredients. The target space analysis was performed between TOM formula and small-molecule drugs: (i) both are known to treat the same disease, and (ii) each known to treat different diseases. Statistical significance of the overlapped target space between the TOM formula and small-molecule drugs was measured using support value. Support value distribution from randomly selected target space was calculated to validate the result. Furthermore, the Si-Wu-Tang (SWT) formula and published literature were also used to evaluate our results. RESULT: This study tried to provide scientific evidence about the effectiveness of the TOM formula to treat the main indication with side effects that could come from the use of small-molecule drugs. The target space analysis between TOM formula and small-molecule drugs in which both are known to treat the same disease shows that many targets overlapped between the two medications with a support value of 0.84 and weighted average support of 0.72 for a TOM formula known to treat Epilepsy. Furthermore, support value distribution from randomly selected target spaces in this analysis showed that the number of overlapped targets is much higher between TOM formula and small-molecule drugs that are known to treat the same disease than in randomly selected target spaces. Moreover, scientific literature was also used to evaluate the medicinal efficacy of individual herbs. CONCLUSION: This study provides an evidence to the effectiveness of a TOM formula to treat the main indication as well as side effects associated with the use of pharmaceutical drugs, as demonstrated through target space analysis.


Subject(s)
Drugs, Chinese Herbal , Humans , Drugs, Chinese Herbal/pharmacology , Drugs, Chinese Herbal/therapeutic use , Drug Design
6.
Curr Pharm Des ; 30(6): 410-419, 2024.
Article in English | MEDLINE | ID: mdl-38747045

ABSTRACT

Foam-based delivery systems contain one or more active ingredients and dispersed solid or liquid components that transform into gaseous form when the valve is actuated. Foams are an attractive and effective delivery approach for medical, cosmetic, and pharmaceutical uses. The foams-based delivery systems are gaining attention due to ease of application as they allow direct application onto the affected area of skin without using any applicator or finger, hence increasing the compliance and satisfaction of the patients. In order to develop foam-based delivery systems with desired qualities, it is vital to understand which type of material and process parameters impact the quality features of foams and which methodologies may be utilized to investigate foams. For this purpose, Quality-by-Design (QbD) approach is used. It aids in achieving quality-based development during the development process by employing the QbD concept. The critical material attributes (CMAs) and critical process parameters (CPPs) were discovered through the first risk assessment to ensure the requisite critical quality attributes (CQAs). During the initial risk assessment, the high-risk CQAs were identified, which affect the foam characteristics. In this review, the authors discussed the various CMAs, CPPs, CQAs, and risk factors associated in order to develop an ideal foam-based formulation with desired characteristics.


Subject(s)
Drug Delivery Systems , Humans , Drug Compounding , Drug Design , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/administration & dosage , Chemistry, Pharmaceutical
7.
An Acad Bras Cienc ; 96(2): e20230375, 2024.
Article in English | MEDLINE | ID: mdl-38747836

ABSTRACT

In pursuit of potential agents to treat Chagas disease and leishmaniasis, we report the design, synthesis, and identification novel naphthoquinone hydrazide-based molecular hybrids. The compounds were subjected to in vitro trypanocide and leishmanicidal activities. N'-(1,4-Dioxo-1,4-dihydronaphthalen-2-yl)-3,5-dimethoxybenzohydrazide (13) showed the best performance against Trypanosoma cruzi (IC50 1.83 µM) and Leishmania amazonensis (IC50 9.65 µM). 4-Bromo-N'-(1,4-dioxo-1,4-dihydronaphthalen-2-yl)benzohydrazide (16) exhibited leishmanicidal activity (IC50 12.16 µM). Regarding trypanocide activity, compound 13 was low cytotoxic to LLC-MK2 cells (SI = 95.28). Furthermore, through molecular modeling studies, the cysteine proteases cruzain, rhodesain and CPB2.8 were identified as the potential biological targets.


Subject(s)
Drug Design , Hydrazines , Leishmania , Naphthoquinones , Trypanocidal Agents , Trypanosoma cruzi , Naphthoquinones/pharmacology , Naphthoquinones/chemistry , Naphthoquinones/chemical synthesis , Trypanosoma cruzi/drug effects , Trypanocidal Agents/pharmacology , Trypanocidal Agents/chemical synthesis , Trypanocidal Agents/chemistry , Leishmania/drug effects , Hydrazines/chemistry , Hydrazines/pharmacology , Animals , Antiprotozoal Agents/pharmacology , Antiprotozoal Agents/chemical synthesis , Antiprotozoal Agents/chemistry , Parasitic Sensitivity Tests , Inhibitory Concentration 50 , Structure-Activity Relationship , Cysteine Endopeptidases
8.
J Cancer Res Clin Oncol ; 150(5): 253, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38748285

ABSTRACT

BACKGROUND: Lysine-specific demethylase 1 (LSD1) is highly expressed in a variety of malignant tumors, rendering it a crucial epigenetic target for anti-tumor therapy. Therefore, the inhibition of LSD1 activity has emerged as a promising innovative therapeutic approach for targeted cancer treatment. METHODS: In our study, we employed innovative structure-based drug design methods to meticulously select compounds from the ZINC15 database. Utilizing virtual docking, we evaluated docking scores and binding modes to identify potential inhibitors. To further validate our findings, we harnessed molecular dynamic simulations and conducted meticulous biochemical experiments to deeply analyze the binding interactions between the protein and compounds. RESULTS: Our results showcased that ZINC10039815 exhibits an exquisite binding mode with LSD1, fitting perfectly into the active pocket and forming robust interactions with multiple critical residues of the protein. CONCLUSIONS: With its significant inhibitory effect on LSD1 activity, ZINC10039815 emerges as a highly promising candidate for the development of novel LSD1 inhibitors.


Subject(s)
Enzyme Inhibitors , Histone Demethylases , Molecular Docking Simulation , Histone Demethylases/antagonists & inhibitors , Histone Demethylases/metabolism , Histone Demethylases/chemistry , Humans , Enzyme Inhibitors/pharmacology , Enzyme Inhibitors/chemistry , Molecular Dynamics Simulation , Antineoplastic Agents/pharmacology , Antineoplastic Agents/chemistry , Drug Design , Neoplasms/drug therapy , Neoplasms/metabolism
9.
Bioconjug Chem ; 35(5): 693-702, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38700695

ABSTRACT

The development of oligomeric glucagon-like peptide-1 (GLP-1) and GLP-1-containing coagonists holds promise for enhancing the therapeutic potential of the GLP-1-based drugs for treating type 2 diabetes mellitus (T2DM). Here, we report a facile, efficient, and customizable strategy based on genetically encoded SpyCatcher-SpyTag chemistry and an inducible, cleavable self-aggregating tag (icSAT) scheme. icSAT-tagged SpyTag-fused GLP-1 and the dimeric or trimeric SpyCatcher scaffold were designed for dimeric or trimeric GLP-1, while icSAT-tagged SpyCatcher-fused GLP-1 and the icSAT-tagged SpyTag-fused GIP were designed for dual GLP-1/GIP (glucose-dependent insulinotropic polypeptide) receptor agonist. These SpyCatcher- and SpyTag-fused protein pairs were spontaneously ligated directly from the cell lysates. The subsequent icSAT scheme, coupled with a two-step standard column purification, resulted in target proteins with authentic N-termini, with yields ranging from 35 to 65 mg/L and purities exceeding 99%. In vitro assays revealed 3.0- to 4.1-fold increased activities for dimeric and trimeric GLP-1 compared to mono-GLP-1. The dual GLP-1/GIP receptor agonist exhibited balanced activity toward the GLP-1 receptor or the GIP receptor. All the proteins exhibited 1.8- to 3.0-fold prolonged half-lives in human serum compared to mono-GLP-1 or GIP. This study provides a generally applicable click biochemistry strategy for developing oligomeric or dual peptide/protein-based drug candidates.


Subject(s)
Click Chemistry , Glucagon-Like Peptide 1 , Glucagon-Like Peptide 1/chemistry , Humans , Receptors, Gastrointestinal Hormone/agonists , Receptors, Gastrointestinal Hormone/chemistry , Receptors, Gastrointestinal Hormone/metabolism , Drug Design , Diabetes Mellitus, Type 2/drug therapy , Gastric Inhibitory Polypeptide/chemistry , Gastric Inhibitory Polypeptide/pharmacology , Glucagon-Like Peptide-1 Receptor/agonists
10.
Eur J Med Chem ; 271: 116450, 2024 May 05.
Article in English | MEDLINE | ID: mdl-38701714

ABSTRACT

The complexity and multifaceted nature of Alzheimer's disease (AD) have driven us to further explore quinazoline scaffolds as multi-targeting agents for AD treatment. The lead optimization strategy was utilized in designing of new series of derivatives (AK-1 to AK-14) followed by synthesis, characterization, and pharmacological evaluation against human cholinesterase's (hChE) and ß-secretase (hBACE-1) enzymes. Amongst them, compounds AK-1, AK-2, and AK-3 showed good and significant inhibitory activity against both hAChE and hBACE-1 enzymes with favorable permeation across the blood-brain barrier. The most active compound AK-2 revealed significant propidium iodide (PI) displacement from the AChE-PAS region and was non-neurotoxic against SH-SY5Y cell lines. The lead molecule (AK-2) also showed Aß aggregation inhibition in a self- and AChE-induced Aß aggregation, Thioflavin-T assay. Further, compound AK-2 significantly ameliorated Aß-induced cognitive deficits in the Aß-induced Morris water maze rat model and demonstrated a significant rescue in eye phenotype in the Aꞵ-phenotypic drosophila model of AD. Ex-vivo immunohistochemistry (IHC) analysis on hippocampal rat brains showed reduced Aß and BACE-1 protein levels. Compound AK-2 suggested good oral absorption via pharmacokinetic studies and displayed a good and stable ligand-protein interaction in in-silico molecular modeling analysis. Thus, the compound AK-2 can be regarded as a lead molecule and should be investigated further for the treatment of AD.


Subject(s)
Acetylcholinesterase , Alzheimer Disease , Amyloid Precursor Protein Secretases , Amyloid beta-Peptides , Cholinesterase Inhibitors , Drug Design , Quinazolines , Quinazolines/pharmacology , Quinazolines/chemical synthesis , Quinazolines/chemistry , Alzheimer Disease/drug therapy , Alzheimer Disease/metabolism , Animals , Humans , Cholinesterase Inhibitors/pharmacology , Cholinesterase Inhibitors/chemical synthesis , Cholinesterase Inhibitors/chemistry , Acetylcholinesterase/metabolism , Rats , Structure-Activity Relationship , Amyloid beta-Peptides/metabolism , Amyloid beta-Peptides/antagonists & inhibitors , Amyloid Precursor Protein Secretases/antagonists & inhibitors , Amyloid Precursor Protein Secretases/metabolism , Molecular Structure , Neuroprotective Agents/pharmacology , Neuroprotective Agents/chemical synthesis , Neuroprotective Agents/chemistry , Dose-Response Relationship, Drug , Butyrylcholinesterase/metabolism , Male
11.
J Agric Food Chem ; 72(19): 10772-10780, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38703122

ABSTRACT

Protoporphyrinogen IX oxidase (PPO, E.C. 1.3.3.4) plays a pivotal role in chlorophyll biosynthesis in plants, making it a prime target for herbicide development. In this study, we conducted an investigation aimed at discovering PPO-inhibiting herbicides. Through this endeavor, we successfully identified a series of novel compounds based on the pyridazinone scaffold. Following structural optimization and biological assessment, compound 10ae, known as ethyl 3-((6-fluoro-5-(6-oxo-4-(trifluoromethyl)pyridazin-1(6H)-yl)benzo[d]thiazol-2-yl)thio)propanoate, emerged as a standout performer. It exhibited robust activity against Nicotiana tabacum PPO (NtPPO) with an inhibition constant (Ki) value of 0.0338 µM. Concurrently, we employed molecular simulations to obtain further insight into the binding mechanism with NtPPO. Additionally, another compound, namely, ethyl 2-((6-fluoro-5-(5-methyl-6-oxo-4-(trifluoromethyl)pyridazin-1(6H)-yl)benzo[d]thiazol-2-yl)thio)propanoate (10bh), demonstrated broad-spectrum and highly effective herbicidal properties against all six tested weeds (Leaf mustard, Chickweed, Chenopodium serotinum, Alopecurus aequalis, Poa annua, and Polypogon fugax) at the dosage of 150 g a.i./ha through postemergence application in a greenhouse. This work identified a novel lead compound (10bh) that showed good activity in vitro and excellent herbicidal activity in vivo and had promising prospects as a new PPO-inhibiting herbicide lead.


Subject(s)
Drug Design , Enzyme Inhibitors , Herbicides , Nicotiana , Plant Proteins , Protoporphyrinogen Oxidase , Pyridazines , Protoporphyrinogen Oxidase/antagonists & inhibitors , Protoporphyrinogen Oxidase/metabolism , Protoporphyrinogen Oxidase/chemistry , Protoporphyrinogen Oxidase/genetics , Pyridazines/chemistry , Pyridazines/pharmacology , Herbicides/pharmacology , Herbicides/chemistry , Herbicides/chemical synthesis , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Enzyme Inhibitors/chemical synthesis , Structure-Activity Relationship , Nicotiana/metabolism , Nicotiana/enzymology , Plant Proteins/chemistry , Plant Proteins/metabolism , Plant Proteins/antagonists & inhibitors , Plant Proteins/genetics , Molecular Docking Simulation , Molecular Structure , Plant Weeds/drug effects , Plant Weeds/enzymology , Kinetics
12.
J Agric Food Chem ; 72(19): 10794-10804, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38711396

ABSTRACT

Chitin-degrading enzymes are critical components in regulating the molting process of the Asian corn borer and serve as potential targets for controlling this destructive pest of maize. Here, we used a scaffold-hopping strategy to design a series of efficient naphthylimide insecticides. Among them, compound 8c exhibited potent inhibition of chitinase from OfChi-h and OfChtI at low nanomolar concentrations (IC50 = 1.51 and 9.21 nM, respectively). Molecular docking simulations suggested that 8c binds to chitinase by mimicking the interaction of chitin oligosaccharide substrates with chitinase. At low ppm concentrations, compound 8c performed comparably to commercial insecticides in controlling the highly destructive plant pest, the Asian corn borer. Tests on a wide range of nontarget organisms indicate that compound 8c has very low toxicity. In addition, the effect of inhibitor treatment on the expression of genes associated with the Asian corn borer chitin-degrading enzymes was further investigated by quantitative real-time polymerase chain reaction. In conclusion, our study highlights the potential of 8c as a novel chitinase-targeting insecticide for effective control of the Asian corn borer, providing a promising solution in the quest for sustainable pest management.


Subject(s)
Chitin , Chitinases , Insect Proteins , Insecticides , Molecular Docking Simulation , Moths , Zea mays , Animals , Chitinases/chemistry , Chitinases/genetics , Chitinases/metabolism , Moths/enzymology , Moths/drug effects , Moths/genetics , Chitin/chemistry , Chitin/metabolism , Insecticides/chemistry , Insecticides/pharmacology , Insect Proteins/genetics , Insect Proteins/metabolism , Insect Proteins/chemistry , Insect Proteins/antagonists & inhibitors , Zea mays/chemistry , Zea mays/parasitology , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Drug Design , Insect Control , Larva/growth & development , Larva/drug effects , Structure-Activity Relationship
13.
Sci Rep ; 14(1): 10904, 2024 05 13.
Article in English | MEDLINE | ID: mdl-38740859

ABSTRACT

Tuberculosis (TB), caused by Mycobacterium tuberculosis, ranks among the top causes of global human mortality, as reported by the World Health Organization's 2022 TB report. The prevalence of M. tuberculosis strains that are multiple and extensive-drug resistant represents a significant barrier to TB eradication. Fortunately, having many completely sequenced M. tuberculosis genomes available has made it possible to investigate the species pangenome, conduct a pan-phylogenetic investigation, and find potential new drug targets. The 442 complete genome dataset was used to estimate the pangenome of M. tuberculosis. This study involved phylogenomic classification and in-depth analyses. Sequential filters were applied to the conserved core genome containing 2754 proteins. These filters assessed non-human homology, virulence, essentiality, physiochemical properties, and pathway analysis. Through these intensive filtering approaches, promising broad-spectrum therapeutic targets were identified. These targets were docked with FDA-approved compounds readily available on the ZINC database. Selected highly ranked ligands with inhibitory potential include dihydroergotamine and abiraterone acetate. The effectiveness of the ligands has been supported by molecular dynamics simulation of the ligand-protein complexes, instilling optimism that the identified lead compounds may serve as a robust basis for the development of safe and efficient drugs for TB treatment, subject to further lead optimization and subsequent experimental validation.


Subject(s)
Antitubercular Agents , Drug Design , Mycobacterium tuberculosis , Proteomics , Tuberculosis , Mycobacterium tuberculosis/drug effects , Mycobacterium tuberculosis/genetics , Mycobacterium tuberculosis/metabolism , Antitubercular Agents/pharmacology , Humans , Tuberculosis/drug therapy , Tuberculosis/microbiology , Proteomics/methods , Genome, Bacterial , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Phylogeny , Molecular Docking Simulation , Molecular Dynamics Simulation , Genomics/methods
14.
J Drugs Dermatol ; 23(5): 347-352, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38709700

ABSTRACT

This paper outlines a process undertaken by a physician to design a peptide aimed at impacting the extracellular matrix. From a position of very little expertise, a new peptide was designed with amino acid constituents based on the structural proteins collagen and elastin. Sequencing was also considered, given the periodic repetition observed in these proteins, and a peptide with reasonable molecular weight and physical characteristics was designed using available software. The sequence of events concerning intellectual property, functionality investigation, and eventual use of the peptide in new formulations is detailed. This may be of interest to physicians who consider this exercise out of the scope of the usual practice. J Drugs Dermatol. 2024;23(5):347-352.    doi:10.36849/JDD.7921.


Subject(s)
Peptides , Humans , Peptides/chemistry , Drug Design , Elastin/chemistry , Collagen/chemistry , Extracellular Matrix , Intellectual Property , Physicians
15.
Nat Commun ; 15(1): 3636, 2024 May 06.
Article in English | MEDLINE | ID: mdl-38710699

ABSTRACT

Polypharmacology drugs-compounds that inhibit multiple proteins-have many applications but are difficult to design. To address this challenge we have developed POLYGON, an approach to polypharmacology based on generative reinforcement learning. POLYGON embeds chemical space and iteratively samples it to generate new molecular structures; these are rewarded by the predicted ability to inhibit each of two protein targets and by drug-likeness and ease-of-synthesis. In binding data for >100,000 compounds, POLYGON correctly recognizes polypharmacology interactions with 82.5% accuracy. We subsequently generate de-novo compounds targeting ten pairs of proteins with documented co-dependency. Docking analysis indicates that top structures bind their two targets with low free energies and similar 3D orientations to canonical single-protein inhibitors. We synthesize 32 compounds targeting MEK1 and mTOR, with most yielding >50% reduction in each protein activity and in cell viability when dosed at 1-10 µM. These results support the potential of generative modeling for polypharmacology.


Subject(s)
Molecular Docking Simulation , Humans , TOR Serine-Threonine Kinases/metabolism , Polypharmacology , MAP Kinase Kinase 1/antagonists & inhibitors , MAP Kinase Kinase 1/metabolism , MAP Kinase Kinase 1/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/chemistry , Protein Binding , Drug Discovery/methods , Drug Design , Cell Survival/drug effects
16.
Chem Biol Drug Des ; 103(5): e14534, 2024 May.
Article in English | MEDLINE | ID: mdl-38697951

ABSTRACT

Epidermal growth factor receptor (EGFR) and vascular endothelial growth factor 2 (VEGFR2) are known as valid targets for cancer therapy. Overexpression of EGFR induces uncontrolled cell proliferation and VEGF expression triggering angiogenesis via VEGFR2 signaling. On the other hand, VEGF expression independent of EGFR signaling is already known as one of the mechanisms of resistance to anti-EGFR therapy. Therefore, drugs that act as dual inhibitors of EGFR and VEGFR2 can be a solution to the problem of drug resistance and increase the effectiveness of therapy. In this review, we summarize the relationship between EGFR and VEGFR2 signal transduction in promoting cancer growth and how their kinase domain structures can affect the selectivity of an inhibitor as the basis for designing dual inhibitors. In addition, several recent studies on the development of dual EGFR and VEGFR2 inhibitors involving docking simulations were highlighted in this paper to provide some references such as pharmacophore features of inhibitors and key residues for further research, especially in computer-aided drug design.


Subject(s)
Antineoplastic Agents , ErbB Receptors , Neoplasms , Protein Kinase Inhibitors , Vascular Endothelial Growth Factor Receptor-2 , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , ErbB Receptors/chemistry , Vascular Endothelial Growth Factor Receptor-2/antagonists & inhibitors , Vascular Endothelial Growth Factor Receptor-2/metabolism , Vascular Endothelial Growth Factor Receptor-2/chemistry , Humans , Neoplasms/drug therapy , Neoplasms/metabolism , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/metabolism , Protein Kinase Inhibitors/therapeutic use , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Signal Transduction/drug effects , Molecular Docking Simulation , Drug Design
17.
J Comput Aided Mol Des ; 38(1): 21, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38693331

ABSTRACT

Covalent inhibition offers many advantages over non-covalent inhibition, but covalent warhead reactivity must be carefully balanced to maintain potency while avoiding unwanted side effects. While warhead reactivities are commonly measured with assays, a computational model to predict warhead reactivities could be useful for several aspects of the covalent inhibitor design process. Studies have shown correlations between covalent warhead reactivities and quantum mechanic (QM) properties that describe important aspects of the covalent reaction mechanism. However, the models from these studies are often linear regression equations and can have limitations associated with their usage. Applications of machine learning (ML) models to predict covalent warhead reactivities with QM descriptors are not extensively seen in the literature. This study uses QM descriptors, calculated at different levels of theory, to train ML models to predict reactivities of covalent acrylamide warheads. The QM/ML models are compared with linear regression models built upon the same QM descriptors and with ML models trained on structure-based features like Morgan fingerprints and RDKit descriptors. Experiments show that the QM/ML models outperform the linear regression models and the structure-based ML models, and literature test sets demonstrate the power of the QM/ML models to predict reactivities of unseen acrylamide warhead scaffolds. Ultimately, these QM/ML models are effective, computationally feasible tools that can expedite the design of new covalent inhibitors.


Subject(s)
Cysteine , Drug Design , Machine Learning , Quantum Theory , Cysteine/chemistry , Acrylamide/chemistry , Humans , Models, Molecular , Quantitative Structure-Activity Relationship , Linear Models , Molecular Structure
18.
Molecules ; 29(9)2024 Apr 23.
Article in English | MEDLINE | ID: mdl-38731421

ABSTRACT

The phenyl(piperidin-4-yl)methanone fragment (here referred to as the benzoylpiperidine fragment) is a privileged structure in the development of new drugs considering its presence in many bioactive small molecules with both therapeutic (such as anti-cancer, anti-psychotic, anti-thrombotic, anti-arrhythmic, anti-tubercular, anti-parasitic, anti-diabetic, and neuroprotective agents) and diagnostic properties. The benzoylpiperidine fragment is metabolically stable, and it is also considered a potential bioisostere of the piperazine ring, thus making it a feasible and reliable chemical frame to be exploited in drug design. Herein, we discuss the main therapeutic and diagnostic agents presenting the benzoylpiperidine motif in their structure, covering articles reported in the literature since 2000. A specific section is focused on the synthetic strategies adopted to obtain this versatile chemical portion.


Subject(s)
Chemistry, Pharmaceutical , Piperidines , Piperidines/chemistry , Chemistry, Pharmaceutical/methods , Humans , Drug Design , Molecular Structure , Antineoplastic Agents/chemistry , Antineoplastic Agents/pharmacology , Structure-Activity Relationship , Neuroprotective Agents/chemistry , Neuroprotective Agents/pharmacology
19.
Molecules ; 29(9)2024 Apr 26.
Article in English | MEDLINE | ID: mdl-38731476

ABSTRACT

Although the wide variety of bioactivities of curcumin has been reported by researchers, the clinical application of curcumin is still limited due to its poor aqueous solubility. In view of this, a series of dimethylaminomethyl-substituted curcumin derivatives were designed and synthesized (compounds 1-15). Acetate of these derivatives were prepared (compounds 1a-15a). The Mannich reaction and aldol condensation reaction are the main reactions involved in this study. Compounds 6, 10, 12, 3a, 5a, 6a, 7a, 8a, 10a, 11a, 12a, 13a, 14a, and 15a exhibited better in vitro anti-inflammatory activity compared to curcumin in the RAW264.7 cell line. Compounds 5, 1a, 5a, 8a, and 12a exhibited better in vitro antioxidant activity compared to curcumin in the PC 12 cell line. Compounds 11, 13, 5a, 7a, and 13a exhibited better in vitro radiation protection compared to curcumin in the PC 12 cell line. The aqueous solubilities of all the curcumin derivative acetates were greatly improved compared to curcumin.


Subject(s)
Anti-Inflammatory Agents , Antioxidants , Curcumin , Radiation-Protective Agents , Solubility , Curcumin/pharmacology , Curcumin/chemistry , Curcumin/chemical synthesis , Curcumin/analogs & derivatives , Animals , Mice , Antioxidants/pharmacology , Antioxidants/chemistry , Antioxidants/chemical synthesis , RAW 264.7 Cells , Anti-Inflammatory Agents/pharmacology , Anti-Inflammatory Agents/chemistry , Anti-Inflammatory Agents/chemical synthesis , Radiation-Protective Agents/pharmacology , Radiation-Protective Agents/chemical synthesis , Radiation-Protective Agents/chemistry , Drug Design , Structure-Activity Relationship , Molecular Structure , PC12 Cells , Rats , Water/chemistry
20.
Molecules ; 29(9)2024 Apr 30.
Article in English | MEDLINE | ID: mdl-38731562

ABSTRACT

Leishmaniasis and Human African trypanosomiasis pose significant public health threats in resource-limited regions, accentuated by the drawbacks of the current antiprotozoal treatments and the lack of approved vaccines. Considering the demand for novel therapeutic drugs, a series of BODIPY derivatives with several functionalizations at the meso, 2 and/or 6 positions of the core were synthesized and characterized. The in vitro activity against Trypanosoma brucei and Leishmania major parasites was carried out alongside a human healthy cell line (MRC-5) to establish selectivity indices (SIs). Notably, the meso-substituted BODIPY, with 1-dimethylaminonaphthalene (1b) and anthracene moiety (1c), were the most active against L. major, displaying IC50 = 4.84 and 5.41 µM, with a 16 and 18-fold selectivity over MRC-5 cells, respectively. In contrast, the mono-formylated analogues 2b and 2c exhibited the highest toxicity (IC50 = 2.84 and 6.17 µM, respectively) and selectivity (SI = 24 and 11, respectively) against T. brucei. Further insights on the activity of these compounds were gathered from molecular docking studies. The results suggest that these BODIPYs act as competitive inhibitors targeting the NADPH/NADP+ linkage site of the pteridine reductase (PR) enzyme. Additionally, these findings unveil a range of quasi-degenerate binding complexes formed between the PRs and the investigated BODIPY derivatives. These results suggest a potential correlation between the anti-parasitic activity and the presence of multiple configurations that block the same site of the enzyme.


Subject(s)
Antiprotozoal Agents , Boron Compounds , Leishmania major , Molecular Docking Simulation , Trypanosoma brucei brucei , Boron Compounds/chemistry , Boron Compounds/pharmacology , Boron Compounds/chemical synthesis , Trypanosoma brucei brucei/drug effects , Humans , Antiprotozoal Agents/pharmacology , Antiprotozoal Agents/chemistry , Antiprotozoal Agents/chemical synthesis , Leishmania major/drug effects , Drug Design , Structure-Activity Relationship , Cell Line , Molecular Structure , Trypanocidal Agents/pharmacology , Trypanocidal Agents/chemistry , Trypanocidal Agents/chemical synthesis , Oxidoreductases
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