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1.
Article in English | MEDLINE | ID: mdl-38798213

ABSTRACT

BACKGROUND: Inhibiting receptor-tyrosine-kinase (RTK) signalling pathways has emerged as a key focus of novel cancer therapy development. Vascular endothelial growth factor receptor (VEGFR) is a member of the RTK family and is required for vasculogenesis and angiogenesis. Because VEGFR 2 is the subtype responsible for cellular angiogenesis and vasculogenesis, blocking it will impair tumour cell blood supply, reducing their development, proliferation, and metastasis. AIM & OBJECTIVE: The aim of this study is to obtain an optimised pharmacophore as a VEGFR2 inhibitor using QSAR investigations. This aids in determining the link between structure and activity in new chemical entities (NCEs). MATERIALS AND METHODS: The multi-linear regression approach (MLR) method was utilised to generate the QSAR Model using the programme QSARINS v.2.2.4. RESULTS AND DISCUSSION: For 2D QSAR, the best models produced has correlation coefficients of R2= 0.9396. The 3D-QSAR model obtained with R2= 0.9121 and Q2 = 0.8377. Taking docking observations, pharmacological behaviour, and toxicity analyses into account, most of the derivatives demonstrated VEGFR2 inhibitory competence. CONCLUSION: According to QSAR studies, more electron-donating groups on the benzene ring linked to the isoxazole were shown to be necessary for activity. In molecular docking studies, most compounds have shown stronger affinity for the crucial amino acids Cys:919, Asp:1046, and Glu:885, which are found in typical drugs. All NCEs passed the Lipinski screening.

2.
Article in English | MEDLINE | ID: mdl-38018179

ABSTRACT

BACKGROUND: Rheumatoid arthritis (RA) is a chronic autoimmune disease characterized by inflammation of the joints, leading to pain, swelling, and joint deformity. Effective management of RA involves the use of disease-modifying drugs that can slow down disease progression and alleviate symptoms. Among the potential targets for RA treatment is Bruton's tyrosine kinase (BTK), which plays a crucial role in B-cell signalling and contributes to the pathogenesis of RA. AIMS: QSARINS (QSAR-INSUBRIA) is software used for the development and validation of Quantitative Structure-Activity Relationship (QSAR) analysis. In the present work, this software was explored for pharmacophore optimization of the pyrrolo-pyrimidine nucleus for anti-rheumatoid activity. METHODS: A series of pyrrolo-pyrimidine derivatives were used to build the QSAR models. These models were generated to identify structural features that correlate significantly with the activity. We followed the assessment of statistical parameters to ensure thorough validation of all the QSAR models. The QSAR models demonstrating better statistical performance were selected, and descriptors of these models were analysed. RESULTS: The results showed that the QSAR models were highly statistically robust and exhibited a strong external predictive ability. Their structural features were also deduced. CONCLUSION: This QSAR study provided crucial information about the specific molecular features that can be used for the optimization of the pharmacophores. This research provides valuable insights into the structural features essential for BTK inhibition and paves the way for the design and development of novel anti-rheumatic agents targeting BTK in RA.


Subject(s)
Arthritis, Rheumatoid , Quantitative Structure-Activity Relationship , Humans , Agammaglobulinaemia Tyrosine Kinase/metabolism , Arthritis, Rheumatoid/drug therapy , Amines/therapeutic use , Pyrimidines/pharmacology , Pyrimidines/therapeutic use , Pyrimidines/chemistry
3.
J Biomol Struct Dyn ; : 1-19, 2023 Oct 09.
Article in English | MEDLINE | ID: mdl-37811574

ABSTRACT

Targeting Hec1/Nek2 is considered as crucial target for cancer treatment due to its significant role in cell proliferation. In pursuit of this, a series of twenty-five 2-aminothiazoles derivatives, along with their Hec1/Nek2 inhibitory activities were subjected to QSAR studies utilizing QSARINS software. The significant three descriptor QSAR model was generated, showing noteworthy statistical parameters: a correlation coefficient of cross validation leave one out (Q2LOO) = 0.7965, coefficient of determination (R2) = 0.8436, (R2ext) = 0.6308, cross validation leave many out (Q2LMO) = 0.7656, Concordance Correlation Coefficient (CCCCV = 0.8875), CCCtr = 0.9151, and CCCext = 0.0.7241. The descriptors integral to generated QSAR model include Moreau-Broto autocorrelation, which represents the spatial autocorrelation of a property along the molecular graph's topological structure (ATSC1i), Moran autocorrelation at lag 8, which is weighted by charges (MATS8c) and RPSA representing the total molecular surface area. It was noted that these descriptors significantly influence Hec1/Nek2 inhibitory activity of 2-aminothiazoles derivatives. New lead molecules were designed and predicted for their Hec1/Nek2 inhibitory activity based on the developed three descriptor model. Further, the ADMET and Molecular docking studies were carried out for these designed molecules. The three molecules were selected based on their docking score and further subjected for MD simulation studies. Post-MD MM-GBSA analysis were also performed to predicted the free binding energies of molecules. The study helped us to understand the key interactions between 2-aminothiazoles derivatives and Hec1/Nek2 protein that may be necessary to develop new lead molecules against cancer.Communicated by Ramaswamy H. Sarma.

4.
Curr HIV Res ; 20(2): 152-162, 2022 08 12.
Article in English | MEDLINE | ID: mdl-35156573

ABSTRACT

BACKGROUND: Entry inhibitors prevent the binding of human immunodeficiency virus protein to the chemokine receptor CXCR4 and are used along with conventional anti-HIV therapy. They aid in restoring immunity and can prevent the development of HIV-TB co-infection. AIMS: In the present study, various thiazolidinone-pyrazine derivatives earlier studied for NNRT inhibition activity were gauged for their entry inhibitor potential. OBJECTIVE: The objective of the study is to perform molecular docking, ADME, toxicity studies of some thiazolidinone-pyrazine derivatives as entry inhibitors targeting CXCR4 co-receptors. METHODS: In-silico docking studies were performed using AutoDock Vina software and compounds were further studied for ADME and toxicity using SwissADME and pkCSM software, respectively. RESULTS: Taking into consideration the docking results, pharmacokinetic behaviour and toxicity profile, four molecules (compounds 1, 9, 11, and 16) have shown potential as entry inhibitors. CONCLUSION: These compounds have shown potential as both NNRTI and entry inhibitors and hence can be used in management of immune compromised diseases like TB-HIV coinfection.


Subject(s)
HIV Fusion Inhibitors , HIV Infections , HIV Fusion Inhibitors/pharmacology , HIV Infections/drug therapy , Humans , Molecular Docking Simulation , Pyrazines/toxicity , Receptors, CXCR4/metabolism
5.
Curr Comput Aided Drug Des ; 17(1): 134-143, 2021.
Article in English | MEDLINE | ID: mdl-31995017

ABSTRACT

BACKGROUND: Diarylquinolines like Bedaquiline have shown promising antitubercular activity by their action of Mycobacterial ATPase. OBJECTIVE: The structural features necessary for a good antitubercular activity for a series of quinoline derivatives were explored through computational chemistry tools like QSAR and combinatorial library generation. In the current study, 3-Chloro-4-(2-mercaptoquinoline-3-yl)-1- substitutedphenylazitidin-2-one derivatives have been designed and synthesized based on molecular modeling studies as anti-tubercular agents. METHODS: 2D and 3D QSAR analyses were used to designed compounds having a quinoline scaffold. The synthesized compounds were evaluated against active and dormant strains of Mycobacterium tuberculosis (MTB) H37 Ra and Mycobacterium bovis BCG. The compounds were also tested for cytotoxicity against MCF-7, A549 and Panc-1 cell lines using MTT assay. The binding affinity of designed compounds was gauged by molecular docking studies. RESULTS: Statistically significant QSAR models generated by the SA-MLR method for 2D QSAR exhibited r2 = 0.852, q2 = 0.811, whereas 3D QSAR with SA-kNN showed q2 = 0.77. The synthesized compounds exhibited MIC in the range of 1.38-14.59(µg/ml). These compounds showed some crucial interaction with MTB ATPase. CONCLUSION: The present study has shown some promising results which can be further explored for lead generation.


Subject(s)
Antitubercular Agents/pharmacology , Molecular Docking Simulation , Mycobacterium tuberculosis/drug effects , Quinolines/pharmacology , A549 Cells , Antitubercular Agents/chemical synthesis , Antitubercular Agents/chemistry , Cell Line, Tumor , Computer Simulation , Humans , MCF-7 Cells , Microbial Sensitivity Tests , Models, Molecular , Quantitative Structure-Activity Relationship , Quinolines/chemical synthesis , Quinolines/chemistry
6.
Curr Comput Aided Drug Des ; 15(5): 433-444, 2019.
Article in English | MEDLINE | ID: mdl-30574853

ABSTRACT

BACKGROUND: Management of Co-existence of Acquired immunodeficiency syndrome and Tuberculosis has become a global challenge due to the emergence of resistant strains and pill burden. OBJECTIVE: Hence the aim of the present work was to design and evaluate compounds for their dual activity on HIV-1 and Tuberculosis (TB). METHODS: A series of seven, novel Thiazolidin-4-one derivatives were synthesized and evaluated for their anti-HIV and anti-tubercular activity along with Molecular docking studies. All the seven compounds displayed promising activity against the replication of HIV-1 in cell-based assays. The four most active compounds were further evaluated against X4 tropic HIV-1UG070 and R5 tropic HIV-1VB59 primary isolates. The binding affinity of all the designed compounds for HIV-RT and Mycobacterium tuberculosis Enol Reductase (MTB InhA) was gauged by molecular docking studies which revealed crucial thermodynamic interactions governing their binding. RESULTS: The CC50 values for the test compounds were in the range of, 15.08-34.9 µg/ml, while the IC50 values were in the range of 16.1-27.13(UG070; X4) and 12.03-23.64 (VB59; R5) µg/ml. The control drug Nevirapine (NVP) exhibited CC50 value of 77.13 µg/ml and IC50 value of 0.03 µg/ml. Amongst all these compounds, compound number 3 showed significant activity with a TI value of 2.167 and 2.678 against the HIV-1 X4 and the R5 tropic virus respectively. In anti-mycobacterial screening, the compounds proved effective in inhibiting the growth of both log phase and starved MTB cultures. CONCLUSION: Compound 3 has been found to be active against HIV-1 as well as MTB.


Subject(s)
Anti-HIV Agents/chemistry , Anti-HIV Agents/pharmacology , Antitubercular Agents/chemistry , Antitubercular Agents/pharmacology , Thiazolidinediones/chemistry , Thiazolidinediones/pharmacology , Cell Line , Drug Design , HIV Infections/drug therapy , HIV-1/drug effects , Humans , Molecular Docking Simulation , Mycobacterium tuberculosis/drug effects , Reverse Transcriptase Inhibitors/chemistry , Reverse Transcriptase Inhibitors/pharmacology , Structure-Activity Relationship , Tuberculosis/drug therapy
7.
Comput Biol Chem ; 68: 211-218, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28411471

ABSTRACT

The enzyme - enoyl acyl carrier protein reductase (enoyl ACP reductase) is a validated target for antitubercular activity. Inhibition of this enzyme interferes with mycolic acid synthesis which is crucial for Mycobacterium tuberculosis cell growth. In the present work 2D and 3D quantitative structure activity relationship (QSAR) studies were carried out on a series of thiazinan-Isoniazid pharmacophore to design newer analogues. For 2D QSAR, the best statistical model was generated using SA-MLR method (r2=0.958, q2=0.922) while 3D QSAR model was derived using the SA KNN method (q2=0.8498). These studies could guide the topological, electrostatic, steric, hydrophobic substitutions around the nucleus based on which the NCEs were designed. Furthermore, molecular docking was performed to gauze the binding affinity of the designed analogues for enoyl ACP reductase enzyme. Amongst all the designed analogues the binding energies of SKS 01 and SKS 05 were found to be -5.267kcal/mol and -5.237kcal/mol respectively which was comparable with the binding energy of the standard Isoniazid (-6.254kcal/mol).


Subject(s)
Antitubercular Agents/pharmacology , Isonicotinic Acids/pharmacology , Molecular Docking Simulation , Mycobacterium tuberculosis/drug effects , Quantitative Structure-Activity Relationship , Thiazines/pharmacology , Antitubercular Agents/chemical synthesis , Antitubercular Agents/chemistry , Cell Proliferation/drug effects , Isonicotinic Acids/chemical synthesis , Isonicotinic Acids/chemistry , Molecular Structure , Mycobacterium tuberculosis/cytology , Thiazines/chemical synthesis , Thiazines/chemistry
8.
Carbohydr Polym ; 135: 356-62, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26453888

ABSTRACT

A novel polymer in the form of a thiolated derivative of natural tamarind seed polysaccharide or xyloglucan was synthesized and its chacteristics as a mucoadhesive polymer were studied as a part of the study undertaken herein. The synthetic route followed involves a two-step reaction mechanism of firstly oxidizing xyloglucan and then further conjugating it with l-cysteine to form thiolated xyloglucan or thiomer via imine linkage. The thiomer thus formed was characterized using various analytical techniques as differential scanning calorimetry (DSC), X-ray diffraction analysis (XRD), and nuclear magnetic resonance (NMR). Ellman's method was used to determine the numbers of thiol groups/g of thiolated xyloglucan. Zeta potential measurements were carried out for thiolated xyloglucan. Viscosities of the formulated xyloglucan and thiolated xyloglucan gels were comparatively evaluated along with the evaluation of mucoadhesive properties of the gels using ex vivo bioadhesion study employing freshly excised sheep intestinal mucosa.


Subject(s)
Cysteine/chemistry , Glucans/chemistry , Xylans/chemistry , Adhesiveness , Animals , Calorimetry, Differential Scanning , Gels , Intestinal Mucosa/chemistry , Magnetic Resonance Spectroscopy , Powder Diffraction , Sheep , Spectroscopy, Fourier Transform Infrared , Viscosity , X-Ray Diffraction
9.
Sci Pharm ; 82(1): 71-85, 2014.
Article in English | MEDLINE | ID: mdl-24634843

ABSTRACT

A quantitative structure-activity relationship model was developed on a series of compounds containing oxadiazole-ligated pyrrole pharmacophore to identify key structural fragments required for anti-tubercular activity. Two-dimensional (2D) and three-dimensional (3D) QSAR studies were performed using multiple linear regression (MLR) analysis and k-nearest neighbour molecular field analysis (kNN-MFA), respectively. The developed QSAR models were found to be statistically significant with respect to training, cross-validation, and external validation. New chemical entities (NCEs) were designed based on the results of the 2D- and 3D-QSAR. NCEs were subjected to Lipinski's screen to ensure the drug-like pharmacokinetic profile of the designed compounds in order to improve their bioavailability. Also, the binding ability of the NCEs with enoyl-ACP (CoA) reductase was assessed by docking.

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