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Roshan M, Mirzazadeh R, Tajmir-Riahi A, Asgari MS. Rational design, synthesis, in vitro, and in-silico studies of pyrazole‑phthalazine hybrids as new α‑glucosidase inhibitors. Sci Rep 2025; 15:3744. [PMID: 39885319 PMCID: PMC11782499 DOI: 10.1038/s41598-025-87258-3] [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: 08/26/2024] [Accepted: 01/17/2025] [Indexed: 02/01/2025] Open
Abstract
This paper describes the design, development, synthesis, in silico, and in vitro evaluation of fourteen novel heterocycle hybrids as inhibitors of the α-glucosidase enzyme. The primary aim of this study was to explore the potential of novel pyrazole-phthalazine hybrids as selective inhibitors of α-glucosidase, an enzyme involved in carbohydrate metabolism, which plays a key role in the management of type 2 diabetes. The rationale for this study stems from the need for new, more effective inhibitors of α-glucosidase with improved efficacy and safety profiles compared to currently available therapies like Acarbose. The synthesized compounds were tested against the yeast α-glucosidase enzyme and showed significantly higher activity than the standard drug Acarbose. The IC50 values ranged from 13.66 ± 0.009 to 494 ± 0.006 μM, compared to the standard drug Acarbose (IC50 = 720.18 ± 0.008). The most effective α-glucosidase inhibitor, 2-acetyl-1-(3-(4-methoxyphenyl)-1-phenyl-1H-pyrazol-4-yl)-3-methyl-1H-pyrazolo[1,2-b]phthalazine-5,10-dione (8l), was identified through a kinetic binding study that yielded an inhibition constant, Ki, of 34.75 µM. All of the pharmacophoric features used in the hybrid design were found to be involved in the interaction with the enzyme's active site, as expected. Moreover, molecular dynamic simulation and the absorption, distribution, metabolism, and excretion (ADME) have been performed.
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Affiliation(s)
- Mehrdad Roshan
- Nanotechnology Department, School of Advanced Technologies, Iran University of Science and Technology (IUST), Tehran, 1684613114, Iran
- Department of Chemistry, Iran University of Science and Technology (IUST), Tehran, 1684613114, Iran
| | | | | | - Mohammad Sadegh Asgari
- Department of Chemistry, Iran University of Science and Technology (IUST), Tehran, 1684613114, Iran.
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Ghoneim MM, Abdelgawad MA, Elkanzi NAA, Bakr RB. Review of the recent advances of pyrazole derivatives as selective COX-2 inhibitors for treating inflammation. Mol Divers 2024:10.1007/s11030-024-10906-9. [PMID: 39014146 DOI: 10.1007/s11030-024-10906-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 05/30/2024] [Indexed: 07/18/2024]
Abstract
Pyrazole heterocycle is regarded as an extremely significant agent for the therapy of inflammation. Celecoxib, lonazolac, deracoxib, and phenylbutazone are examples of commercially approved pyrazole drugs with COX-2 inhibitory potential for curing inflammation. There have been recently many reviews for the biological significance of pyrazole derivatives. This review talks about pyrazole derivatives with anti-inflammatory activity and also sheds the light on the recent updates on pyrazole research with an emphasis on some synthetic pathways utilized to construct this privileged scaffold and structure activity relationship that accounts for the anti-inflammatory activity in an attempt to pave the opportunity for medicinal chemists to develop novel anti-inflammatory agents with better COX-2 selectivity.
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Affiliation(s)
- Mohammed M Ghoneim
- Department of Pharmacy Practice, College of Pharmacy, AlMaarefa University, Ad Diriyah, 13713, Saudi Arabia
| | - Mohamed A Abdelgawad
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jouf University, Sakaka, 72388, Saudi Arabia.
| | - Nadia A A Elkanzi
- Chemistry Department, College of Science, Jouf University, P.O. Box: 2014, Sakaka, Saudi Arabia
| | - Rania B Bakr
- Pharmaceutical Organic Chemistry Department, Faculty of Pharmacy, Beni-Suef University, 62514, Beni-Suef, Egypt.
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Tlapale-Lara N, López J, Gómez E, Villa-Tanaca L, Barrera E, Escalante CH, Tamariz J, Delgado F, Andrade-Pavón D, Gómez-García O. Synthesis, In Silico Study, and In Vitro Antifungal Activity of New 5-(1,3-Diphenyl-1 H-Pyrazol-4-yl)-4-Tosyl-4,5-Dihydrooxazoles. Int J Mol Sci 2024; 25:5091. [PMID: 38791130 PMCID: PMC11120875 DOI: 10.3390/ijms25105091] [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: 03/09/2024] [Revised: 04/29/2024] [Accepted: 05/02/2024] [Indexed: 05/26/2024] Open
Abstract
The increase in multi-drug resistant Candida strains has caused a sharp rise in life-threatening fungal infections in immunosuppressed patients, including those with SARS-CoV-2. Novel antifungal drugs are needed to combat multi-drug-resistant yeasts. This study aimed to synthesize a new series of 2-oxazolines and evaluate the ligands in vitro for the inhibition of six Candida species and in silico for affinity to the CYP51 enzymes (obtained with molecular modeling and protein homology) of the same species. The 5-(1,3-diphenyl-1H-pyrazol-4-yl)-4-tosyl-4,5-dihydrooxazoles 6a-j were synthesized using the Van Leusen reaction between 1,3-diphenyl-4-formylpyrazoles 4a-j and TosMIC 5 in the presence of K2CO3 or KOH without heating, resulting in short reaction times, high compound purity, and high yields. The docking studies revealed good affinity for the active site of the CYP51 enzymes of the Candida species in the following order: 6a-j > 4a-j > fluconazole (the reference drug). The in vitro testing of the compounds against the Candida species showed lower MIC values for 6a-j than 4a-j, and for 4a-j than fluconazole, thus correlating well with the in silico findings. According to growth rescue assays, 6a-j and 4a-j (like fluconazole) inhibit ergosterol synthesis. The in silico toxicity assessment evidenced the safety of compounds 6a-j, which merit further research as possible antifungal drugs.
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Affiliation(s)
- Neively Tlapale-Lara
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
| | - Julio López
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
| | - Elizabeth Gómez
- Instituto de Química, Universidad Nacional Autónoma de México, Circuito Exterior, Ciudad Universitaria, Coyoacán, Mexico City 04510, Mexico; (E.G.); (C.H.E.)
| | - Lourdes Villa-Tanaca
- Departamento de Microbiología, Laboratorio de Biología Molecular de Bacterias y Levaduras, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prolongación de Carpio y Plan de Ayala S/N, Colonia Santo Tomás, Mexico City 11340, Mexico;
| | - Edson Barrera
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
| | - Carlos H. Escalante
- Instituto de Química, Universidad Nacional Autónoma de México, Circuito Exterior, Ciudad Universitaria, Coyoacán, Mexico City 04510, Mexico; (E.G.); (C.H.E.)
| | - Joaquín Tamariz
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
| | - Francisco Delgado
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
| | - Dulce Andrade-Pavón
- Departamento de Microbiología, Laboratorio de Biología Molecular de Bacterias y Levaduras, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prolongación de Carpio y Plan de Ayala S/N, Colonia Santo Tomás, Mexico City 11340, Mexico;
- Departamento de Fisiología, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Av. Wilfrido Massieu S/N, Unidad Adolfo López Mateos, Mexico City 07738, Mexico
| | - Omar Gómez-García
- Departamento de Química Orgánica, Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Prol. Carpio y Plan de Ayala S/N, Mexico City 11340, Mexico; (N.T.-L.); (J.L.); (E.B.); (J.T.); (F.D.)
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Hassan RM, Abd El-Maksoud MS, Ghannam IAY, El-Azzouny AAS, Aboul-Enein MN. Synthetic non-toxic anti-biofilm agents as a strategy in combating bacterial resistance. Eur J Med Chem 2023; 262:115867. [PMID: 37866335 DOI: 10.1016/j.ejmech.2023.115867] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 09/26/2023] [Accepted: 10/09/2023] [Indexed: 10/24/2023]
Abstract
The tremendous increase in the bacterial resistance to the available antibiotics is a serious problem for the treatment of various infections. Biofilm formation in bacteria significantly contributes to the bacterial survival in host cells, and is considered as an crucial factor, responsible for bacterial resistance. The response of the bacterial cells in the biofilm to antibiotics is completely different from that of the free floating planktonic cells of the same strain. The anti-biofilm agents that could inhibit the biofilm production without affecting the bacterial growth, apply less selective pressure over the bacterial strains than the traditional antibiotics; thus the development of bacterial resistance would be of low incidence. Many attempts have been performed to discover novel agents capable of interfering with the bacterial biofilm life cycle, and several compounds have shown promising activities in suppressing the biofilm production or in dispersing mature existing biofilms. This review describes the different chemical classes that have anti-biofilm effects against different Gram-positive and Gram-negative bacteria without affecting the bacterial growth.
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Affiliation(s)
- Rasha Mohamed Hassan
- Medicinal and Pharmaceutical Chemistry Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre (ID: 60014618), P.O. 12622, Dokki, Giza, Egypt.
| | - Mohamed Samir Abd El-Maksoud
- Medicinal and Pharmaceutical Chemistry Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre (ID: 60014618), P.O. 12622, Dokki, Giza, Egypt
| | - Iman Ahmed Youssef Ghannam
- Chemistry of Natural and Microbial Products Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre, Dokki, Cairo, 12622, Egypt
| | - Aida Abdel-Sattar El-Azzouny
- Medicinal and Pharmaceutical Chemistry Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre (ID: 60014618), P.O. 12622, Dokki, Giza, Egypt
| | - Mohamed Nabil Aboul-Enein
- Medicinal and Pharmaceutical Chemistry Department, Pharmaceutical and Drug Industries Research Institute, National Research Centre (ID: 60014618), P.O. 12622, Dokki, Giza, Egypt.
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Nabil Shabaan S, Saleh Alshehri F, Fadel AL‐Rasheed J, El‐Sebaey SA, Husseiny EM. Synthesis and Exploration of New Imidazo[4,5‐c]Pyrazoles as Potent α‐Amylase Inhibitors. ChemistrySelect 2023; 8. [DOI: 10.1002/slct.202204757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 03/23/2023] [Indexed: 01/04/2025]
Abstract
AbstractTo identify new leads of small molecules as α‐amylase inhibitors, the current research is focused on the assessment of imidazopyrazoles. Hence, a set of novel imidazo[4,5‐c]pyrazoles was synthesized via simple versatile straightforward synthetic routes and was estimated for their in vitro α‐amylase inhibition activity. The findings revealed that diphenylaminomethyl and phenylcarbamodithioate derivatives elicited potent α‐amylase inhibition activities with IC50 values of 0.071 and 0.083 μM, respectively that were comparable to acarbose (IC50 0.060 μM). Molecular docking and in silico studies were performed for the most active derivatives and demonstrated that docked compounds have good binding affinities toward α‐amylase with binding free energies that are very similar to that of acarbose. Furthermore, these compounds demonstrated not only significant biological activity but also noteworthy physicochemical properties, drug‐likeness, and good pharmacokinetics. As a result, such compounds offered a robust opportunity for further development and optimization of the imidazopyrazole scaffold for the potential management of Type II Diabetes Mellitus.
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Affiliation(s)
- Sara Nabil Shabaan
- Department of Chemistry Faculty of Science (Girls) Al-Azhar University Nasr City, Cairo 11754 Egypt
- Department of Chemistry College of Science Imam Abdulrahman Bin Faisal University P.O. Box 1982 Dammam 31441 Saudi Arabia
| | - Fawzia Saleh Alshehri
- Department of Chemistry College of Science Imam Abdulrahman Bin Faisal University P.O. Box 1982 Dammam 31441 Saudi Arabia
- Basic & Applied Scientific Research Center Imam Abdulrahman Bin Faisal University P.O. Box 1982 Dammam 31441 Saudi Arabia
| | - Jinan Fadel AL‐Rasheed
- Department of Chemistry College of Science Imam Abdulrahman Bin Faisal University P.O. Box 1982 Dammam 31441 Saudi Arabia
| | - Samiha A. El‐Sebaey
- Department of Pharmaceutical Organic Chemistry Faculty of Pharmacy (Girls) Al-Azhar University 11754> Nasr City, Cairo Egypt
| | - Ebtehal M. Husseiny
- Department of Pharmaceutical Organic Chemistry Faculty of Pharmacy (Girls) Al-Azhar University 11754> Nasr City, Cairo Egypt
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Abdelwahab HE, Ibrahim HZ, Omar AZ. Design, Synthesis, DFT, Molecular Docking, and Biological Evalution of Pyrazole Derivatives as Potent Acetyl Cholinestrease Inhibitors. J Mol Struct 2023. [DOI: 10.1016/j.molstruc.2022.134137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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7
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Ningaiah S, Bhadraiah UK, Sobha A, Shridevi D. Synthesis of Novel Pyrazolyl-1,3,4-Thiadiazole Analogues. Polycycl Aromat Compd 2022. [DOI: 10.1080/10406638.2020.1773875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Srikantamurthy Ningaiah
- Department of Chemistry, Vidyavardhaka College of Engineering, Visvesvaraya Technological University, Mysuru, Karnataka, India
| | - Umesha K. Bhadraiah
- Department of Chemistry, Yuvaraja’s College, University of Mysore, Mysuru, Karnataka, India
| | - Anjali Sobha
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram, Kerala, India
| | - Doddamani Shridevi
- Chemical Sciences and Technology Division, CSIR-National Institute for Interdisciplinary Science and Technology (NIIST), Thiruvananthapuram, Kerala, India
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El-Borai MA, Rizk HF, Ibrahim SA, Fares AK, El-Tahawy MM, Beltagy DM. Assessment of anti-hemolytic, cytotoxicity, antioxidant activities and molecular docking study based on thienopyrazole scaffold as pharmacophore. J Mol Struct 2021. [DOI: 10.1016/j.molstruc.2021.130602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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9
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Fekri A, Keshk EM, Khalil AGM, Taha I. Synthesis of novel antioxidant and antitumor 5-aminopyrazole derivatives, 2D/3D QSAR, and molecular docking. Mol Divers 2021; 26:781-800. [PMID: 33683569 DOI: 10.1007/s11030-021-10184-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 01/16/2021] [Indexed: 12/12/2022]
Abstract
5-Aminopyrazole serves as a vital precursor for several biologically active pyrazoloazines, including pyrazolopyridine, pyrazolopyrimidine, and pyrazolotriazine, as well as Schiff bases, thiourea, and phthalimide derivatives. In this study, we structurally characterized novel pyrazole derivatives by spectral IR, 1H and 13C NMR, and MASS spectroscopy. We also evaluated antioxidant activity of various derivatives using ABTS and DPPH methods and cytotoxicity in the hepatocellular carcinoma Hep-G2 cells by SRB assay. The most potent antitumor molecules were 5-aminopyrazole derivative 3, chloroacetanilide derivative 8, maleimide derivative 10a, pyrazolopyrimidine 16, and enamine 19, with IC50 values of 41, 3.6, 37, 24.4, and 17.7 μM, respectively. Complementary computational studies predicted QSAR and bioactivity of these molecules. Interestingly, the most effective compounds were also predicted to be kinase inhibitors; in addition, molecular docking with liver receptors (3MBG, 4XCU, and 4G9C) predicted promising interactions.
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Affiliation(s)
- Ahmed Fekri
- Chemistry Department, Faculty of Science, Mansoura University, 25 El Gomhouria St, Mansoura, Dakahlia Governorate, 35516, Egypt.
| | - Eman M Keshk
- Chemistry Department, Faculty of Science, Mansoura University, 25 El Gomhouria St, Mansoura, Dakahlia Governorate, 35516, Egypt
| | - Abdel-Galil M Khalil
- Chemistry Department, Faculty of Science, Mansoura University, 25 El Gomhouria St, Mansoura, Dakahlia Governorate, 35516, Egypt
| | - Israa Taha
- Chemistry Department, Faculty of Science, Mansoura University, 25 El Gomhouria St, Mansoura, Dakahlia Governorate, 35516, Egypt
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Wczassek LR, Pontes VCB, Gamberini MT. Pharmacological evaluation of the hydro-alcoholic extract of Campomanesia phaea fruits in rats. BRAZ J BIOL 2019; 80:601-606. [PMID: 31596359 DOI: 10.1590/1519-6984.217046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2018] [Accepted: 03/30/2019] [Indexed: 11/21/2022] Open
Abstract
Campomanesia phaea (Myrtaceae), popularly known as cambuci, is one of several species of plants producing comestible fruits, largely used in human nutrition. Despite its consumption and economic potential, limited scientific research is available on the Campomanesia, especially those related to its therapeutic benefits. It is reported by traditional medicine the use of the plant in the treatment of different disorders, such as cardiovascular and nervous system disturbances. So, the aim of this study was to carry out the pharmacological evaluation of the hydro-alcoholic extract (HAE) of Campomanesia fruits in rats by screening consisting of tests: a) neuropharmacological observation, b) test on the cardiovascular system. The HAE, prepared from the extraction of fruits with water/ethanol, was concentrated and freeze-dried. Behavioral responses in rats were investigated in open field test and the cardiovascular actions were investigated by a register of indirect blood pressure and the register of spontaneous beating rate right atrium. The results revealed that HAE induced grooming, hypotension and bradycardia. So, this study identified an action on the central nervous system, represented by grooming, and a cardiovascular activity of Campomanesia. The hypotension, attributed in part to bradycardia, was not related to a cholinergic effect, discarding a possible cholinomimetic action of the plant that could justify both cardiovascular and central actions.
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Affiliation(s)
- L R Wczassek
- Departamento de Ciências Fisiológicas da Santa Casa de São Paulo, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brasil
| | - V C B Pontes
- Departamento de Ciências Fisiológicas da Santa Casa de São Paulo, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brasil
| | - M T Gamberini
- Departamento de Ciências Fisiológicas da Santa Casa de São Paulo, Faculdade de Ciências Médicas da Santa Casa de São Paulo, São Paulo, SP, Brasil
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Khan I, Kanugala S, Shareef MA, Ganapathi T, Shaik AB, Shekar KC, Kamal A, Kumar CG. Synthesis of new bis‐pyrazole linked hydrazides and their in vitro evaluation as antimicrobial and anti‐biofilm agents: A mechanistic role on ergosterol biosynthesis inhibition inCandida albicans. Chem Biol Drug Des 2019; 94:1339-1351. [DOI: 10.1111/cbdd.13509] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 01/19/2019] [Accepted: 02/09/2019] [Indexed: 12/20/2022]
Affiliation(s)
- Irfan Khan
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
- Academy of Scientific and Innovative Research Ghaziabad India
| | - Sirisha Kanugala
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
- Academy of Scientific and Innovative Research Ghaziabad India
| | - Mohd. Adil Shareef
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
- Academy of Scientific and Innovative Research Ghaziabad India
| | - Thipparapu Ganapathi
- Stem Cell Research DivisionDepartment of Biochemistry ICMR‐National Institute of Nutrition Hyderabad India
| | - Anver Basha Shaik
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
| | - Kunta Chandra Shekar
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
| | - Ahmed Kamal
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
- Academy of Scientific and Innovative Research Ghaziabad India
- School of Pharmaceutical Education and Research Jamia Hamdard University New Delhi India
| | - Chityal Ganesh Kumar
- Department of Organic Synthesis and Process Chemistry CSIR‐Indian Institute of Chemical Technology Hyderabad India
- Academy of Scientific and Innovative Research Ghaziabad India
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