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Rasul HO, Ghafour DD, Aziz BK, Hassan BA, Rashid TA, Kivrak A. Decoding Drug Discovery: Exploring A-to-Z In Silico Methods for Beginners. Appl Biochem Biotechnol 2025; 197:1453-1503. [PMID: 39630336 DOI: 10.1007/s12010-024-05110-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2024] [Indexed: 03/29/2025]
Abstract
The drug development process is a critical challenge in the pharmaceutical industry due to its time-consuming nature and the need to discover new drug potentials to address various ailments. The initial step in drug development, drug target identification, often consumes considerable time. While valid, traditional methods such as in vivo and in vitro approaches are limited in their ability to analyze vast amounts of data efficiently, leading to wasteful outcomes. To expedite and streamline drug development, an increasing reliance on computer-aided drug design (CADD) approaches has merged. These sophisticated in silico methods offer a promising avenue for efficiently identifying viable drug candidates, thus providing pharmaceutical firms with significant opportunities to uncover new prospective drug targets. The main goal of this work is to review in silico methods used in the drug development process with a focus on identifying therapeutic targets linked to specific diseases at the genetic or protein level. This article thoroughly discusses A-to-Z in silico techniques, which are essential for identifying the targets of bioactive compounds and their potential therapeutic effects. This review intends to improve drug discovery processes by illuminating the state of these cutting-edge approaches, thereby maximizing the effectiveness and duration of clinical trials for novel drug target investigation.
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Affiliation(s)
- Hezha O Rasul
- Department of Pharmaceutical Chemistry, College of Science, Charmo University, Peshawa Street, Chamchamal, 46023, Sulaimani, Iraq.
| | - Dlzar D Ghafour
- Department of Medical Laboratory Science, College of Science, Komar University of Science and Technology, 46001, Sulaimani, Iraq
- Department of Chemistry, College of Science, University of Sulaimani, 46001, Sulaimani, Iraq
| | - Bakhtyar K Aziz
- Department of Nanoscience and Applied Chemistry, College of Science, Charmo University, Peshawa Street, Chamchamal, 46023, Sulaimani, Iraq
| | - Bryar A Hassan
- Computer Science and Engineering Department, School of Science and Engineering, University of Kurdistan Hewler, KRI, Iraq
- Department of Computer Science, College of Science, Charmo University, Peshawa Street, Chamchamal, 46023, Sulaimani, Iraq
| | - Tarik A Rashid
- Computer Science and Engineering Department, School of Science and Engineering, University of Kurdistan Hewler, KRI, Iraq
| | - Arif Kivrak
- Department of Chemistry, Faculty of Sciences and Arts, Eskisehir Osmangazi University, Eskişehir, 26040, Turkey
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2
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Mustafa G, Sabir S, Sumrra SH, Zafar W, Arshad MN, Hassan AU, Akhtar A, Ashfaq M, Ashfaq M, Mohamed Asiri A. Synthesis, structure elucidation, SC-XRD/DFT, molecular modelling simulations and DNA binding studies of 3,5-diphenyl-4,5-dihydro-1 H-pyrazole chalcones. J Biomol Struct Dyn 2025; 43:1831-1846. [PMID: 38084878 DOI: 10.1080/07391102.2023.2293260] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Accepted: 11/29/2023] [Indexed: 02/01/2025]
Abstract
Deoxyribonucleic acid (DNA) acts as the most important intracellular target for various drugs. Exploring the DNA binding interactions of small bioactive molecules offers a structural guideline for designing new drugs with higher clinical efficacy and enhanced selectivity. This study presents the facile synthesis of pyrazoline-derived compounds (4a)-(4f) by reacting substituted chalcones with hydrazine hydrate using formic acid. The structure elucidation of substituted pyrazoline compounds was carried out using 1H-NMR, FT-IR and elemental analyses. While the crystal structures of two compounds (4a) and (4b) have been resolved by single-crystal X-ray diffraction (SC-XRD) analysis. Hirshfeld surface analysis also endorsed their greater molecular stability. Computational calculations at DFT/B3LYP/6-311++G(d,p) were executed to compare the structural properties (bond angle and bond length) and explore reactivity descriptors, frontier molecular orbitals (FMO), Mulliken atomic charges (MAC), molecular electrostatic potential (MEP) and electronic properties. All the compounds were evaluated for DNA binding interactions by UV-Vis spectrophotometric analysis. The results revealed that compounds (4a)-(4f) bind to DNA via non-covalent binding mode having binding constant values ranging from 1.22 × 103 to 6.81 × 104 M-1. The negative values of Gibbs free energy also proved the interaction of studied compounds with DNA as a spontaneous process. The findings of molecular docking simulations depicted that these studied compounds showed significant binding interactions with DNA and these results were consistent with experimental findings. Compound (4b) was concluded as the most potent compound of the series with the highest binding constant (4.95 × 104) and strongest binding affinity (-8.48 kcal/mol).Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Ghulam Mustafa
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | - Sabreena Sabir
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | | | - Wardha Zafar
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | - Muhammad Nadeem Arshad
- Department of Chemistry, King Abdulaziz University, Jeddah, Saudi Arabia
- Center of Excellence for Advanced Material Research (CEAMR), King Abdulaziz University, Jeddah, Saudi Arabia
| | - Abrar Ul Hassan
- Lunan Research Institute, Beijing Institute of Technology, Tengzhou, China
- School of Materials Science and Engineering, Beijing Institute of Technology, Beijing, China
| | - Arusa Akhtar
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | - Muhammad Ashfaq
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | - Maryam Ashfaq
- Department of Chemistry, Hafiz Hayat Campus, University of Gujrat, Gujrat, Pakistan
| | - Abdullah Mohamed Asiri
- Department of Chemistry, King Abdulaziz University, Jeddah, Saudi Arabia
- Center of Excellence for Advanced Material Research (CEAMR), King Abdulaziz University, Jeddah, Saudi Arabia
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3
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Al-Karmalawy AA, Tawfik HO, El-Sayyad GS, Elmaaty AA, Abdel-Fatah SS, Atiya A, Alzahrani AYA, Khatib AOA, El-Hamamsy MH, Elsebaie HA. Design and synthesis of novel substituted s-triazines tethered benzenesulfonamides as potential antimicrobial candidates: Antibiofilm and bacterial protein permeability assessments. Arch Pharm (Weinheim) 2025; 358:e2400931. [PMID: 40059652 DOI: 10.1002/ardp.202400931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 01/29/2025] [Accepted: 02/18/2025] [Indexed: 05/13/2025]
Abstract
New s-triazine hydrazone hybrids (4a-4r) were designed and synthesized as promising microbial DNA gyrase inhibitors. This was done by taking the lead DNA gyrase inhibitor (AstraZeneca arylaminotriazine) as a reference. The novel samples were subsequently tested as antimicrobial agents against certain pathogenic bacteria and unicellular fungi. The antibiofilm potential and the membrane leakage test were used to determine the mechanism of the antimicrobial response. The minimum inhibitory concentration (MIC) values of 4g, 4i, and 4r samples were between 62.5 and 250.0 µg/mL. The MIC values for the 4g candidate against Staphylococcus aureus, Candida albicans, Enterobacter agglomerans, and Klebsiella pneumonia are 62.5, 125.0, and 250.0 µg/mL, respectively. Conversely, the MIC of compound 4i was 62.5 µg/mL for C. albicans and E. agglomerans and 125.0 µg/mL for S. aureus and K. pneumonia. Besides, a molecular docking study was performed to validate both the binding affinity and binding mode of the newly designed analogs of s-triazine candidates toward bacterial DNA gyrase receptors. The synthesized nanocomposites had promising antimicrobial potentials, which are encouraging their use in biomedical applications. Consequently, the afforded compounds can be employed as promising antimicrobial lead compounds for future optimization.
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Affiliation(s)
- Ahmed A Al-Karmalawy
- Department of Pharmaceutical Chemistry, College of Pharmacy, The University of Mashreq, Baghdad, Iraq
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Horus University-Egypt, New Damietta, Egypt
| | - Haytham O Tawfik
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Tanta University, Tanta, Egypt
| | - Gharieb S El-Sayyad
- Medical Laboratory Technology Department, Faculty of Applied Health Sciences Technology, Badr University in Cairo (BUC), Cairo, Egypt
- Department of Microbiology and Immunology, Faculty of Pharmacy, Galala University, New Galala City, Suez, Egypt
- Drug Radiation Research Department, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA), Cairo, Egypt
| | - Ayman Abo Elmaaty
- Medicinal Chemistry Department, Faculty of Pharmacy, Port Said University, Port Said, Egypt
- Medicinal Chemistry Department, Clinical Pharmacy Program, East Port Said National University, Port Said, Egypt
| | - Sobhy S Abdel-Fatah
- Drug Radiation Research Department, National Center for Radiation Research and Technology (NCRRT), Egyptian Atomic Energy Authority (EAEA), Cairo, Egypt
| | - Akhtar Atiya
- Department of Basic Medical Sciences, College of Applied Medical Sciences, King Khalid University, Mohail Assir, Saudi Arabia
| | | | - Arwa Omar Al Khatib
- Faculty of Pharmacy, Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan
| | - Mervat H El-Hamamsy
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Tanta University, Tanta, Egypt
| | - Heba A Elsebaie
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Tanta University, Tanta, Egypt
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4
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Loganathan V, Ahamed A, Akbar I, Gerbu DG, Alodaini HA, Manilal A. Cu(II)-Catalyzed Synthesis of Pyrazolo[3,4- b]pyridine Derivatives and Their Potential Antibacterial and Cytotoxic Activities with Molecular Docking, DFT Calculation, and SwissADME Analysis. ACS OMEGA 2025; 10:1643-1656. [PMID: 39829459 PMCID: PMC11740132 DOI: 10.1021/acsomega.4c09524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 12/17/2024] [Accepted: 12/19/2024] [Indexed: 01/22/2025]
Abstract
The present work focuses on a newly synthesized pyrazolo[3,4-b]pyridine prepared by formal [3 + 3] cycloaddition using copper(II) acetylacetonate as the catalyst; efficient and effective mild reactions with high yields were obtained using this method. The synthesized compounds were identified by FT-IR, 1H and 13C NMR, and mass spectra (m/z) analyses. The compounds (2a-l) were screened for several in vitro and in silico activities. Compound 2g showed impressive inhibitory activities against methicillin-resistant Staphylococcus aureus (MIC: 2 μg/mL), vancomycin-resistant Enterococci (MIC: 8 μg/mL), piperacillin-resistant Pseudomonas aeruginosa, and extended-spectrum beta-lactamase-producing Escherichia coli (MIC: 4 μg/mL) compared to the positive control, ciprofloxacin. Compared to standard doxorubicin, compound 2g had a higher efficacy against the HepG2 cancer cell line, with a GI50 value of 0.01 μM. The highly active compound 2g was investigated for in silico molecular docking, density functional theory calculations (DFT), and SwissADME physicochemical properties. Compound 2g had a higher docking score compared with standard (-8.5 vs -7.3 and -10.0 vs -8.4 kcal/mol). In compound 2g, the energy gap was 0.17 eV, as determined by using DFT calculations. The physicochemical properties of all compounds were investigated by using SwissADME. Overall, compound 2g exhibited promising antibacterial and cytotoxic activities.
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Affiliation(s)
- Velmurugan Loganathan
- Research
Department of Chemistry, Nehru Memorial
College (Affiliated to Bharathidasan University), Puthanampatti, Tiruchirappalli
District, Tamil Nadu 621007, South India
| | - Anis Ahamed
- Department
of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Idhayadhulla Akbar
- Research
Department of Chemistry, Nehru Memorial
College (Affiliated to Bharathidasan University), Puthanampatti, Tiruchirappalli
District, Tamil Nadu 621007, South India
| | - Desta Galcha Gerbu
- School
of Medicine, College of Medicine and Health Sciences, Arba Minch University, P.O. Box No.
21, Arba Minch 21, Ethiopia
| | - Hissah Abdulrahman Alodaini
- Department
of Botany and Microbiology, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia
| | - Aseer Manilal
- Department
of Medical Laboratory Sciences, College of Medicine and Health Sciences, Arba Minch University, P.O. Box No. 21, Arba Minch 21, Ethiopia
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5
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Kale MA, Jain MV. Drug Discovery and Exploration of Heterocycles for the Development of Anti-HIV Agents. Infect Disord Drug Targets 2025; 25:e18715265290911. [PMID: 39185647 DOI: 10.2174/0118715265290911240611072422] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 04/18/2024] [Accepted: 04/30/2024] [Indexed: 08/27/2024]
Abstract
It is a known fact that HIV infection remains a serious public health problem throughout the world, and the need to constantly develop new antiretroviral drugs to combat HIV emerges from the fact that repetitive mutations occurring in viral enzymes make this virus resistant to antiretroviral drugs. This resistance causes failure of treatment, and hence, for many years, extensive research has been to discover newer possibilities for fighting this disease at a molecular level, along with many long-standing and expensive clinical trials. Many scientific research programs have either been discarded or unsuccessful. However, the research has not stopped, and in the process, many heterocyclic scaffolds have been used to build up novel drug molecules to combat this disease. A literature survey reveals that many heterocycles have been explored and were found to be very useful in treating different types of viral infections. This concise and rigorous literature explains the journey and highlights the various strategies to develop new anti-HIV drug candidates.
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Affiliation(s)
- Mayura A Kale
- Government College of Pharmacy, Karad, Maharashtra, India
| | - Mamata V Jain
- Government College of Pharmacy, Aurangabad, Maharashtra, India
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6
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Kumawat J, Jain S, Misra N, Dwivedi J, Kishore D. 1,3,5-Triazine: Recent Development in Synthesis of its Analogs and Biological Profile. Mini Rev Med Chem 2024; 24:2019-2071. [PMID: 38847171 DOI: 10.2174/0113895575309800240526180356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/19/2024] [Accepted: 04/30/2024] [Indexed: 10/25/2024]
Abstract
Triazine is an important pharmacophore in the field of research for the development of novel medications due to its presence in numerous powerful physiologically active compounds with significant medical potential, such as anti-tumor, anti-viral, anti-inflammatory, anti-microbial, anti- HIV, anti-leishmanial and others. The easy availability of triazine, high reactivity, simple synthesis of their analog, and their notable broad range of biological activities have garnered chemist interest in designing s-triazine-based drugs. The interest of medicinal chemists has been sparked by the structure-activity relationship of these biologically active entities, leading to the discovery of several promising lead molecules. Its importance for medicinal chemistry research is demonstrated by the remarkable progress made with triazine derivatives in treating a variety of disorders in a very short period. Authors have collated and reviewed the medicinal potential of s-triazine analogous to afford medicinal chemists with a thorough and target-oriented overview of triazine-derived compounds. We hope the present compilation will help people from the industry and research working in the medicinal chemistry area.
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Affiliation(s)
- Jyoti Kumawat
- Department of Chemistry, Banasthali Vidyapith, Banasthali-304022, India
| | - Sonika Jain
- Department of Chemistry, Banasthali Vidyapith, Banasthali-304022, India
| | - Namita Misra
- Department of Chemistry, Banasthali Vidyapith, Banasthali-304022, India
| | - Jaya Dwivedi
- Department of Chemistry, Banasthali Vidyapith, Banasthali-304022, India
| | - Dharma Kishore
- Department of Chemistry, Banasthali Vidyapith, Banasthali-304022, India
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7
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Khodair AI, Alzahrani FM, Awad MK, Al-Issa SA, Al-Hazmi GH, Nafie MS. Design, synthesis, molecular modelling and antitumor evaluation of S-glucosylated rhodanines through topo II inhibition and DNA intercalation. J Enzyme Inhib Med Chem 2023; 38:2163996. [PMID: 36629439 PMCID: PMC9848385 DOI: 10.1080/14756366.2022.2163996] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
In the present study, 5-arylidene rhodanine derivatives 3a-f, N-glucosylation rhodanine 6, S-glucosylation rhodanine 7, N-glucoside rhodanine 8 and S-glucosylation 5-arylidene rhodanines 13a-c were synthesised and screened for cytotoxicity against a panel of cancer cells with investigating the effective molecular target and mechanistic cell death. The anomers were separated by flash column chromatography and their configurations were assigned by NMR spectroscopy. The stable structures of the compounds under study were modelled on a molecular level, and DFT calculations were carried out at the B3LYP/6-31 + G (d,p) level to examine their electronic and geometric features. A good correlation between the quantum chemical descriptors and experimental observations was found. Interestingly, compound 6 induced potent cytotoxicity against MCF-7, HepG2 and A549 cells, with IC50 values of 11.7, 0.21, and 1.7 µM, compared to Dox 7.67, 8.28, and 6.62 µM, respectively. For the molecular target, compound 6 exhibited topoisomerase II inhibition and DNA intercalation with IC50 values of 6.9 and 19.6 µM, respectively compared to Dox (IC50 = 9.65 and 31.27 µM). Additionally, compound 6 treatmnet significantly activated apoptotic cell death in HepG2 cells by 80.7-fold, it induced total apoptosis by 34.73% (23.07% for early apoptosis, 11.66% for late apoptosis) compared to the untreated control group (0.43%) arresting the cell population at the S-phase by 49.6% compared to control 39.15%. Finally, compound 6 upregulated the apoptosis-related genes, while it inhibted the Bcl-2 expression. Hence, glucosylated rhodanines may serve as a promising drug candidates against cancer with promising topoisomerase II and DNA intercalation.
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Affiliation(s)
- Ahmed I. Khodair
- Chemistry Department, Faculty of Science, Kafrelsheikh University, Kafrelsheikh, Egypt,CONTACT Ahmed I. Khodair Chemistry Department, Faculty of Science, Kafrelsheikh University, Kafrelsheikh33516, Egypt
| | - Fatimah M. Alzahrani
- Department of Chemistry, College of Science, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mohamed K. Awad
- Theoretical Applied Chemistry Unit (TACU), Chemistry Department, Faculty of Science, Tanta University, Tanta, Egypt
| | - Siham A. Al-Issa
- Department of Chemistry, College of Science, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Ghaferah H. Al-Hazmi
- Department of Chemistry, College of Science, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Mohamed S. Nafie
- Chemistry Department, Faculty of Science, Suez Canal University, Ismailia, Egypt
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8
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Bogoyavlenskiy A, Alexyuk M, Alexyuk P, Berezin V, Almalki FA, Ben Hadda T, Alqahtani AM, Ahmed SA, Dall'Acqua S, Jamalis J. Computer Analysis of the Inhibition of ACE2 by Flavonoids and Identification of Their Potential Antiviral Pharmacophore Site. Molecules 2023; 28:molecules28093766. [PMID: 37175179 PMCID: PMC10179817 DOI: 10.3390/molecules28093766] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 04/25/2023] [Accepted: 04/25/2023] [Indexed: 05/15/2023] Open
Abstract
In the present study, we investigated the antiviral activities of 17 flavonoids as natural products. These derivatives were evaluated for their in vitro antiviral activities against HIV and SARS-CoV-2. Their antiviral activity was evaluated for the first time based on POM (Petra/Osiris/Molispiration) theory and docking analysis. POM calculation was used to analyze the atomic charge and geometric characteristics. The side effects, drug similarities, and drug scores were also assumed for the stable structure of each compound. These results correlated with the experimental values. The bioinformatics POM analyses of the relative antiviral activities of these derivatives are reported for the first time.
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Affiliation(s)
- Andrey Bogoyavlenskiy
- Research and Production Center for Microbiology and Virology, Almaty 050010, Kazakhstan
| | - Madina Alexyuk
- Research and Production Center for Microbiology and Virology, Almaty 050010, Kazakhstan
| | - Pavel Alexyuk
- Research and Production Center for Microbiology and Virology, Almaty 050010, Kazakhstan
| | - Vladimir Berezin
- Research and Production Center for Microbiology and Virology, Almaty 050010, Kazakhstan
| | - Faisal A Almalki
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Taibi Ben Hadda
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia
- Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed Premier University, MB 524, Oujda 60000, Morocco
| | - Alaa M Alqahtani
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Saleh A Ahmed
- Department of Chemistry, Faculty of Applied Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Stefano Dall'Acqua
- Department of Pharmaceutical and Pharmacological Sciences, University of Padova, Via Marzolo 5, 35121 Padova, Italy
| | - Joazaizulfazli Jamalis
- Department of Chemistry, Faculty of Science, Universiti Teknologi Malaysia, UTM, Johor Bahru 81310, Johor, Malaysia
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9
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Khodair AI, Alzahrani FM, Awad MK, Al-Issa SA, Al-Hazmi GH, Nafie MS. Design, Synthesis, Computational Investigations, and Antitumor Evaluation of N-Rhodanine Glycosides Derivatives as Potent DNA Intercalation and Topo II Inhibition against Cancer Cells. ACS OMEGA 2023; 8:13300-13314. [PMID: 37065038 PMCID: PMC10099454 DOI: 10.1021/acsomega.3c00641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/16/2023] [Indexed: 06/19/2023]
Abstract
Nitrogen and sulfur glycosylation was carried out via the reaction of rhodanine (1) with α-acetobromoglucose 3 under basic conditions. Deacetylation of the protected nitrogen nucleoside 4 was performed with CH3ONa in CH3OH without cleavage of the rhodanine ring to afford the deprotected nitrogen nucleoside 6. Further, deacetylation of the protected sulfur nucleoside 5 was performed with CH3ONa in CH3OH with the cleavage of the rhodanine ring to give the hydrolysis product 7. The protected nitrogen nucleosides 11a-f were produced by condensing the protected nitrogen nucleoside 4 with the aromatic aldehydes 10a-f in C2H5OH while using morpholine as a secondary amine catalyst. Deacetylation of the protected nitrogen nucleosides 11a-f was performed with NaOCH3/CH3OH without cleavage of the rhodanine ring to afford the deprotected nitrogen nucleosides 12a-f. NMR spectroscopy was used to designate the anomers' configurations. To examine the electrical and geometric properties derived from the stable structure of the examined compounds, molecular modeling and DFT calculations using the B3LYP/6-31+G (d,p) level were carried out. The quantum chemical descriptors and experimental findings showed a strong connection. The IC50 values for most compounds were very encouraging when evaluated against MCF-7, HepG2, and A549 cancer cells. Interestingly, IC50 values for 11a, 12b, and 12f were much lower than those for Doxorubicin (7.67, 8.28, 6.62 μM): (3.7, 8.2, 9.8 μM), (3.1, 13.7, 21.8 μM), and (7.17, 2.2, 4.5 μM), respectively. Against Topo II inhibition and DNA intercalation, when compared to Dox (IC50 = 9.65 and 31.27 μM), compound 12f showed IC50 values of 7.3 and 18.2 μM, respectively. In addition, compound 12f induced a 65.6-fold increase in the rate of apoptotic cell death in HepG2 cells, with the cell cycle being arrested in the G2/M phase as a result. Additionally, it upregulated the apoptosis-mediated genes of P53, Bax, and caspase-3,8,9 by 9.53, 8.9, 4.16, 1.13, and 8.4-fold change, while it downregulated the Bcl-2 expression by 0.13-fold. Therefore, glucosylated Rhodanines may be useful as potential therapeutic candidates against cancer because of their topoisomerase II and DNA intercalation activity.
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Affiliation(s)
- Ahmed I. Khodair
- Chemistry
Department, Faculty of Science, Kafrelsheikh
University, 33516 Kafrelsheikh, Egypt
| | - Fatimah M. Alzahrani
- Department
of Chemistry, College of Science, Princess
Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Mohamed K. Awad
- Theoretical
Applied Chemistry Unit (TACU), Chemistry Department, Faculty of Science, Tanta University, 6632110 Tanta, Egypt
| | - Siham A. Al-Issa
- Department
of Chemistry, College of Science, Princess
Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Ghaferah H. Al-Hazmi
- Department
of Chemistry, College of Science, Princess
Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Mohamed S. Nafie
- Chemistry
Department (Biochemistry program), Faculty of Science, Suez Canal University, 41522 Ismailia, Egypt
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10
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El-Barbary AA, Imam DR, El–Tahawy MM, El-Hallouty SM, Kheder NA, Khodair AI. Unexpected synthesis, characterization, biological evaluations, and computational details of novel nucleosides containing triazine-pyrrole hybrid. J Mol Struct 2023. [DOI: 10.1016/j.molstruc.2022.134182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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11
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M. A. Kawsar S, Hosen MA, Ahmad S, El Bakri Y, Laaroussi H, Ben Hadda T, Almalki FA, Ozeki Y, Goumri-Said S. Potential SARS-CoV-2 RdRp inhibitors of cytidine derivatives: Molecular docking, molecular dynamic simulations, ADMET, and POM analyses for the identification of pharmacophore sites. PLoS One 2022; 17:e0273256. [PMID: 36441684 PMCID: PMC9704642 DOI: 10.1371/journal.pone.0273256] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/03/2022] [Indexed: 11/29/2022] Open
Abstract
The RNA-dependent RNA polymerase (RdRp) of SARS-CoV-2 is one of the optimum targets for antiviral drug design and development. The hydroxyl groups of cytidine structures were modified with different aliphatic and aromatic groups to obtain 5´-O-acyl and 2´,3´-di-O-acyl derivatives, and then, these derivatives were employed in molecular modeling, antiviral prediction, molecular docking, molecular dynamics, pharmacological and POM studies. Density functional theory (DFT) at the B3LYP/6-31G++ level analyzed biochemical behavior and molecular electrostatic potential (MESP) of the modified cytidine derivatives. The antiviral parameters of the mutated derivatives revealed promising drug properties compared with those of standard antiviral drugs. Molecular docking has determined binding affinities and interactions between the cytidine derivatives and SARS-CoV-2 RdRp. The modified derivatives strongly interacted with prime Pro620 and Lys621 residues. The binding conformation and interactions stability were investigated by 200 ns of molecular dynamics simulations and predicted the compounds to firmly dock inside the RdRp binding pocket. Interestingly, the binding residues of the derivatives were revealed in high equilibrium showing an enhanced binding affinity for the molecules. Intermolecular interactions are dominated by both Van der Waals and electrostatic energies. Finally, the pharmacokinetic characterization of the optimized inhibitors confirmed the safety of derivatives due to their improved kinetic properties. The selected cytidine derivatives can be suggested as potential inhibitors against SARS-CoV-2. The POM Theory supports the hypothesis above by confirming the existence of an antiviral (Oδ--O'δ-) pharmacophore site of Hits.
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Affiliation(s)
- Sarkar M. A. Kawsar
- Faculty of Science, Department of Chemistry, Laboratory of Carbohydrate and Nucleoside Chemistry (LCNC), University of Chittagong, Chittagong, Bangladesh
| | - Mohammed A. Hosen
- Faculty of Science, Department of Chemistry, Laboratory of Carbohydrate and Nucleoside Chemistry (LCNC), University of Chittagong, Chittagong, Bangladesh
| | - Sajjad Ahmad
- Department of Health and Biological Sciences, Abasyn University, Peshawar, Pakistan
| | - Youness El Bakri
- Department of Theoretical and Applied Chemistry, South Ural State University, Chelyabinsk, Russian Federation
| | - Hamid Laaroussi
- Faculty of Sciences, Laboratory of Applied Chemistry & Environment, Mohammed Premier University, Oujda, Morocco
| | - Taibi Ben Hadda
- Faculty of Sciences, Laboratory of Applied Chemistry & Environment, Mohammed Premier University, Oujda, Morocco
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Umm AlQura University, Makkah, Saudi Arabia
| | - Faisal A. Almalki
- Faculty of Pharmacy, Department of Pharmaceutical Chemistry, Umm AlQura University, Makkah, Saudi Arabia
| | - Yasuhiro Ozeki
- School of Sciences, Yokohama City University, Yokohama, Japan
| | - Souraya Goumri-Said
- Physics Department, College of Science, Alfaisal University, Riyadh, Saudi Arabia
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12
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Titi A, Touzani R, Moliterni A, Hadda TB, Messali M, Benabbes R, Berredjem M, Bouzina A, Al-Zaqri N, Taleb M, Zarrouk A, Warad I. Synthesis, structural, biocomputational modeling and antifungal activity of novel armed pyrazoles. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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13
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Majid SA, Mir JM, Bhat MA, Shalla AH, Pandey A, Hadda TB, Abdellattif MH. A pair of carbazate derivatives as novel Schiff base ligands: DFT and POM theory supported spectroscopic and biological evaluation. J Biomol Struct Dyn 2022:1-17. [PMID: 35751130 DOI: 10.1080/07391102.2022.2090437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Schiff bases are mentioned as strongly important molecular scaffolds of industrial and medicinal purposes. Due to wide range applications of carbazate derivatives herein synthesis and characterization of a new Schiff base ligand, (E)-ethyl 2-(4-methoxybenzylidene)hydrazinecarboxylate and 4-(nitrobenzaldehyde)ethylcarbazate are reported. The compound was characterized on the basis of experimental and density functional theory calculations (using the B3LYP and 6-31 G(d,p)formalism combination). Among characterization techniques elemental analysis, FT-IR, UV-Vis and NMR spectroscopic evaluations were mainly employed to carry out the formulation of the compound. In addition to computational validation of characterization other significant molecular parameters were also evaluated including geometry optimization, frontier molecular orbital analysis (FMO) and Columbic interaction of different constituent atoms of the title compound. A good agreement has been found between DFT and experimental outcomes confined to prove the structure of the compound. Moreover, molecular docking and antimicrobial studies have proven the Schiff base as an effective bioactive compound.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Sheikh Abdul Majid
- Department of Chemistry, Islamic University of Science and Technology Awantipora, Pulwama, Jammu and Kashmir, India
| | - Jan Mohammad Mir
- Department of Chemistry, Islamic University of Science and Technology Awantipora, Pulwama, Jammu and Kashmir, India.,Department of Chemistry and Pharmacy, RD University, Jabalpur, Madhya Pradesh, India
| | - Muzzaffar A Bhat
- Department of Chemistry, Islamic University of Science and Technology Awantipora, Pulwama, Jammu and Kashmir, India
| | - Aabid Hussain Shalla
- Department of Chemistry, Islamic University of Science and Technology Awantipora, Pulwama, Jammu and Kashmir, India
| | - Abhishek Pandey
- Department of Chemistry and Pharmacy, RD University, Jabalpur, Madhya Pradesh, India
| | - Taibi Ben Hadda
- Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed Premier University, Oujda, Morocco
| | - Magda H Abdellattif
- Department of Chemistry, College of Science, Taif University, Al-Haweiah, Taif, Saudi Arabia
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14
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Synthesis of novel d-α-galactopyranosyl-l-seryl/l-threonyl-l-alanyl-l-alanine as useful precursors of new glycopeptide antibiotics with computational calculations studies. Carbohydr Res 2022; 514:108546. [DOI: 10.1016/j.carres.2022.108546] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 03/19/2022] [Accepted: 03/25/2022] [Indexed: 12/24/2022]
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15
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Esharkawy ER, Almalki F, Hadda TB. In vitro potential antiviral SARS-CoV-19- activity of natural product thymohydroquinone and dithymoquinone from Nigella sativa. Bioorg Chem 2022; 120:105587. [PMID: 35026560 PMCID: PMC8719923 DOI: 10.1016/j.bioorg.2021.105587] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 12/19/2021] [Accepted: 12/26/2021] [Indexed: 12/12/2022]
Abstract
Inflammation, oxidation, and compromised immunity all increase the dangers of COVID-19, whereas many pharmaceutical protocols may lead to increased immunity such as ingesting from sources containing vitamin E and zinc. A global search for natural remedies to fight COVID-19 has emerged, to assist in the treatment of this infamous coronavirus. Nigella satvia is a world-renowned plant, an esteemed herbal remedy, which can be used as a liquid medicine to increase immunity while decreasing the dangers of acute respiratory distress syndrome. Thymoqinone (TQ), dithymoqinone (DTQ) and thymohydroquinone (THQ), are major compounds of the essential oil contained in N.sativa. A current study aims to discover the antiviral activity of two compounds, Thymohydroquinone and Dithymoquinone, which are synthesized through simple chemical procedures, deriving from thymoquinone, which happens to be a major compound of Nigella sativa. A half-maximal cytotoxic concentration, "CC50", was calculated by MTT assay for each individual drug, The sample showed anti-SARS-CoV-2 activity at non-cytotoxic nanomolar concentrations in vitro with a low selectivity index (CC50/IC50 = 31.74/23.15 = 1.4), whereby Dimthymoquinone shows high cytotoxicity.
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Affiliation(s)
- Eman R Esharkawy
- Department of Chemistry, College of Science, Northern Border University, Arar, Saudi Arabia.
| | - Faisal Almalki
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Taibi Ben Hadda
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Umm Al-Qura University, Makkah 21955, Saudi Arabia; Laboratory of Applied Chemistry & Environment, Faculty of Sciences, Mohammed Premier University, MB 524, 60000 Oujda, Morocco
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16
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Khodair AI, Bakare SB, Awad MK, Al‐Issa SA, Nafie MS. Design, synthesis, and computational explorations of novel 2‐thiohydantoin nucleosides with cytotoxic activities. J Heterocycl Chem 2022. [DOI: 10.1002/jhet.4405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Ahmed I. Khodair
- Chemistry Department, Faculty of Science Kafrelsheikh University Kafrelsheikh Egypt
| | - Safyah B. Bakare
- Faculty of Education Shaqra University Shaqra Kingdom of Saudi Arabia
| | - Mohamed K. Awad
- Theoretical Applied Chemistry Unit (TACU), Chemistry Department, Faculty of Science Tanta University Tanta Egypt
| | - Siham A. Al‐Issa
- Chemistry Department College of Science, Princess Nourah Bint Abdulrahman University Riyadh Saudi Arabia
| | - Mohamed S. Nafie
- Chemistry Department, Faculty of Science Suez Canal University Ismailia Egypt
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17
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Alshammari NAH, Bakhotmah DA. Synthesis, Reactivity, and Applications of 4-Amino-3-Thioxo/Hydrazino-6-Substituted-1,2,4-Triazin-5-Ones and Their Derivatives: A Review. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2022.2025863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Nawaa Ali H. Alshammari
- Department of Chemistry, King Abdulaziz University, Jeddah, Saudi Arabia
- Department of Chemistry, Northern Border University, Rafha, Saudi Arabia
| | - Dina A. Bakhotmah
- Department of Chemistry, King Abdulaziz University, Jeddah, Saudi Arabia
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18
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Yang F, Zhang Q, Yuan Z, Teng S, Cui L, Xue F, Wei L. Signaling Potential Therapeutic Herbal Medicine Prescription for Treating COVID-19 by Collaborative Filtering. Front Pharmacol 2022; 12:759479. [PMID: 35002701 PMCID: PMC8741270 DOI: 10.3389/fphar.2021.759479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 11/17/2021] [Indexed: 12/19/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has aggressed in more than 200 countries and territories since Dec 2019, and 30 million cases of coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 have been reported, including 950,000 deaths. Supportive treatment remains the mainstay of therapy for COVID-19. There are no small-molecule-specific antiviral drugs available to prevent and treat COVID-19 until recently. Herbal medicine can facilitate syndrome differentiation and treatment according to the clinical manifestations of patients and has demonstrated effectiveness in epidemic prevention and control. The National Health Commission (NHC) of China has recommended "three TCM prescriptions and three medicines," as a group of six effective herbal formulas against COVID-19 in the released official file "Diagnosis and Treatment Protocol for COVID-19 Patients: Herbal Medicine for the Priority Treatment of COVID-19." This study aimed to develop a collaborative filtering approach to signaling drug combinations that are similar to the six herbal formulas as potential therapeutic treatments for treating COVID-19. The results have been evaluated by herbal medicine experts' domain knowledge.
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Affiliation(s)
- Fan Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China.,Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Qi Zhang
- Department of Epidemiology and Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China.,Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Zhongshang Yuan
- Department of Epidemiology and Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China.,Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Saisai Teng
- School of Software, Shandong University, Jinan, China.,Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China
| | - Lizhen Cui
- School of Software, Shandong University, Jinan, China.,Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China
| | - Fuzhong Xue
- Department of Epidemiology and Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China.,Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Leyi Wei
- School of Software, Shandong University, Jinan, China.,Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China
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19
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Alsayari A, Muhsinah AB, Asiri YI, Al-aizari FA, Kheder NA, Almarhoon ZM, Ghabbour HA, Mabkhot YN. Synthesis, Characterization, and Biological Evaluation of Some Novel Pyrazolo[5,1- b]thiazole Derivatives as Potential Antimicrobial and Anticancer Agents. Molecules 2021; 26:molecules26175383. [PMID: 34500816 PMCID: PMC8434505 DOI: 10.3390/molecules26175383] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/30/2021] [Accepted: 08/31/2021] [Indexed: 11/27/2022] Open
Abstract
The pharmacological activities of thiazole and pyrazole moieties as antimicrobial and anticancer agents have been thoroughly described in many literature reviews. In this study, a convenient synthesis of novel pyrazolo[5,1-b]thiazole-based heterocycles was carried out. The synthesized compounds were characterized by IR, 1H and 13C NMR spectroscopy and mass spectrometry. Some selected examples were screened and evaluated for their antimicrobial and anticancer activities and showed promising results. These products could serve as leading compounds in the future design of new drug molecules.
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Affiliation(s)
- Abdulrhman Alsayari
- Department of Pharmacognosy, College of Pharmacy, King Khalid University, Abha 61441, Saudi Arabia; (A.A.); (A.B.M.)
| | - Abdullatif Bin Muhsinah
- Department of Pharmacognosy, College of Pharmacy, King Khalid University, Abha 61441, Saudi Arabia; (A.A.); (A.B.M.)
| | - Yahya I. Asiri
- Department of Pharmacology, College of Pharmacy, King Khalid University, Abha 61441, Saudi Arabia;
| | - Faiz A. Al-aizari
- Department of Chemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (F.A.A.-a.); (Z.M.A.)
- Department of Chemistry, Faculty of Science, Al-Baydha University, Albaydah 38018, Yemen
| | - Nabila A. Kheder
- Department of Chemistry, Faculty of Science, Cairo University, Giza 12613, Egypt;
| | - Zainab M. Almarhoon
- Department of Chemistry, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia; (F.A.A.-a.); (Z.M.A.)
| | - Hazem A. Ghabbour
- Department of Medicinal Chemistry, Faculty of Pharmacy, University of Mansoura, Mansoura 35516, Egypt;
| | - Yahia N. Mabkhot
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Khalid University, Abha 61441, Saudi Arabia
- Correspondence: ; Tel.: +966-1724-19734
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