101
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Malla Reddy G, Nagender P, Naresh Kumar R, Ahn JH, Pranay Kumar K, Kanugula AKR, Rama Krishna KVS, Kotamraju S, Narsaiah B. Studies on Synthesis of Novel Triazole Tagged Pyrazole Fused Naphthalene 5-Thiazine-5,5-dioxide Derivatives, Their Antimicrobial, and Antioxidant Activity. J Heterocycl Chem 2014. [DOI: 10.1002/jhet.2013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- G. Malla Reddy
- Fluoroorganic Division, Indian Institute of Chemical Technology; Hyderabad 500607 India
| | - P. Nagender
- Fluoroorganic Division, Indian Institute of Chemical Technology; Hyderabad 500607 India
| | - R. Naresh Kumar
- Fluoroorganic Division, Indian Institute of Chemical Technology; Hyderabad 500607 India
| | - J. H. Ahn
- Drug Discovery Division, Korea Research Institute of Chemical Technology; Daejeon South Korea
| | - K. Pranay Kumar
- Biology Division, Indian Institute of Chemical Technology; Hyderabad 500607 India
| | - A. K. R. Kanugula
- Department of Chemical Biology; Indian Institute of Chemical Technology; Hyderabad 500607 India
| | | | - S. Kotamraju
- Department of Chemical Biology; Indian Institute of Chemical Technology; Hyderabad 500607 India
| | - B. Narsaiah
- Fluoroorganic Division, Indian Institute of Chemical Technology; Hyderabad 500607 India
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102
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Chen XB, Wang XY, Zhu DD, Yan SJ, Lin J. Three-component domino reaction synthesis of highly functionalized bicyclic pyrrole derivatives. Tetrahedron 2014. [DOI: 10.1016/j.tet.2013.12.062] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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103
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Gao Z, Zhu X, Zhang R. Cs2CO3 promoted direct C–H bond sulfenylation of imidazo[1,2-a]pyridines and related heteroarenes in ionic liquid. RSC Adv 2014. [DOI: 10.1039/c4ra01240b] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Cs2CO3-promoted sulfenylation of imidazo[1,2-a]pyridines in ionic liquid.
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Affiliation(s)
- Zhaochang Gao
- Department of Chemical Engineering
- Yancheng Institute of Industry Technology
- Yancheng 224005, P. R. China
| | - Xun Zhu
- Department of Chemical Engineering
- Yancheng Institute of Industry Technology
- Yancheng 224005, P. R. China
| | - Ronghua Zhang
- Department of Chemical Engineering
- Yancheng Institute of Industry Technology
- Yancheng 224005, P. R. China
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104
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Zhou X, Li X. Catalyst-free system for sulfenylation of free (N–H) indoles with 2,2′-dithiosalicylic acid under alkaline conditions. RSC Adv 2014. [DOI: 10.1039/c3ra46361c] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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105
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Fanfrlík J, Kolář M, Kamlar M, Hurný D, Ruiz FX, Cousido-Siah A, Mitschler A, Řezáč J, Munusamy E, Lepšík M, Matějíček P, Veselý J, Podjarny A, Hobza P. Modulation of aldose reductase inhibition by halogen bond tuning. ACS Chem Biol 2013; 8:2484-92. [PMID: 23988122 DOI: 10.1021/cb400526n] [Citation(s) in RCA: 77] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
In this paper, we studied a designed series of aldose reductase (AR) inhibitors. The series was derived from a known AR binder, which had previously been shown to form a halogen bond between its bromine atom and the oxygen atom of the Thr-113 side chain of AR. In the series, the strength of the halogen bond was modulated by two factors, namely bromine-iodine substitution and the fluorination of the aromatic ring in several positions. The role of the single halogen bond in AR-ligand binding was elucidated by advanced binding free energy calculations involving the semiempirical quantum chemical Hamiltonian. The results were complemented with ultrahigh-resolution X-ray crystallography and IC50 measurements. All of the AR inhibitors studied were shown by X-ray crystallography to bind in an identical manner. Further, it was demonstrated that it was possible to decrease the IC50 value by about 1 order of magnitude by tuning the strength of the halogen bond by a monoatomic substitution. The calculations revealed that the protein-ligand interaction energy increased upon the substitution of iodine for bromine or upon the addition of electron-withdrawing fluorine atoms to the ring. However, the effect on the binding affinity was found to be more complex due to the change of the solvation/desolvation properties within the ligand series. The study shows that it is possible to modulate the strength of a halogen bond in a protein-ligand complex as was designed based on the previous studies of low-molecular-weight complexes.
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Affiliation(s)
- Jindřich Fanfrlík
- Institute of Organic
Chemistry and Biochemistry and Gilead Science Research Center, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 166 10 Prague 6, Czech Republic
| | - Michal Kolář
- Institute of Organic
Chemistry and Biochemistry and Gilead Science Research Center, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 166 10 Prague 6, Czech Republic
| | - Martin Kamlar
- Department
of Organic Chemistry, Charles University in Prague, Hlavova 2030, 128 43 Prague 2, Czech Republic
| | - David Hurný
- Department
of Organic Chemistry, Charles University in Prague, Hlavova 2030, 128 43 Prague 2, Czech Republic
| | - Francesc X. Ruiz
- Department
of Integrative Biology, IGBMC, CNRS, INSERM, UdS, 1 rue Laurent Fries, 67404 Illkirch CEDEX, France
| | - Alexandra Cousido-Siah
- Department
of Integrative Biology, IGBMC, CNRS, INSERM, UdS, 1 rue Laurent Fries, 67404 Illkirch CEDEX, France
| | - André Mitschler
- Department
of Integrative Biology, IGBMC, CNRS, INSERM, UdS, 1 rue Laurent Fries, 67404 Illkirch CEDEX, France
| | - Jan Řezáč
- Institute of Organic
Chemistry and Biochemistry and Gilead Science Research Center, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 166 10 Prague 6, Czech Republic
| | - Elango Munusamy
- Department of Chemistry, Texas A&M University, College Station, Texas 77842, United States
| | - Martin Lepšík
- Institute of Organic
Chemistry and Biochemistry and Gilead Science Research Center, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 166 10 Prague 6, Czech Republic
| | - Pavel Matějíček
- Department
of Physical and Macromolecular Chemistry, Charles University in Prague, Hlavova 2030, 128 43 Prague 2, Czech Republic
| | - Jan Veselý
- Department
of Organic Chemistry, Charles University in Prague, Hlavova 2030, 128 43 Prague 2, Czech Republic
| | - Alberto Podjarny
- Department
of Integrative Biology, IGBMC, CNRS, INSERM, UdS, 1 rue Laurent Fries, 67404 Illkirch CEDEX, France
| | - Pavel Hobza
- Institute of Organic
Chemistry and Biochemistry and Gilead Science Research Center, Academy of Sciences of the Czech Republic, Flemingovo nam. 2, 166 10 Prague 6, Czech Republic
- Regional Centre of Advanced
Technologies and Materials, Department of Physical Chemistry, Palacký University, Olomouc, 771 46 Olomouc, Czech Republic
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106
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Identification and characterization of novel indole based small molecules as anticancer agents through SIRT1 inhibition. Eur J Med Chem 2013; 69:125-38. [DOI: 10.1016/j.ejmech.2013.08.018] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2013] [Revised: 08/06/2013] [Accepted: 08/08/2013] [Indexed: 11/22/2022]
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107
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Wu B, Yang Y, Qin X, Zhang S, Jing C, Zhu C, Ma B. Synthesis and Structure-Activity Relationship Studies of Quinoxaline Derivatives as Aldose Reductase Inhibitors. ChemMedChem 2013; 8:1913-7. [DOI: 10.1002/cmdc.201300324] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2013] [Indexed: 01/11/2023]
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108
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Wang L, Gu Q, Zheng X, Ye J, Liu Z, Li J, Hu X, Hagler A, Xu J. Discovery of new selective human aldose reductase inhibitors through virtual screening multiple binding pocket conformations. J Chem Inf Model 2013; 53:2409-22. [PMID: 23901876 DOI: 10.1021/ci400322j] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Aldose reductase reduces glucose to sorbitol. It plays a key role in many of the complications arising from diabetes. Thus, aldose reductase inhibitors (ARI) have been identified as promising therapeutic agents for treating such complications of diabetes, as neuropathy, nephropathy, retinopathy, and cataracts. In this paper, a virtual screening protocol applied to a library of compounds in house has been utilized to discover novel ARIs. IC50's were determined for 15 hits that inhibited ALR2 to greater than 50% at 50 μM, and ten of these have an IC50 of 10 μM or less, corresponding to a rather substantial hit rate of 14% at this level. The specificity of these compounds relative to their cross-reactivity with human ALR1 was also assessed by inhibition assays. This resulted in identification of novel inhibitors with IC50's comparable to the commercially available drug, epalrestat, and greater than an order of magnitude better selectivity.
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Affiliation(s)
- Ling Wang
- Research Center for Drug Discovery & Institute of Human Virology, School of Pharmaceutical Sciences, Sun Yat-Sen University , Guangzhou 510006, China
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109
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Gogoi A, Guin S, Rout SK, Patel BK. A copper-catalyzed synthesis of 3-aroylindoles via a sp3 C-H bond activation followed by C-C and C-O bond formation. Org Lett 2013; 15:1802-5. [PMID: 23541283 DOI: 10.1021/ol400692b] [Citation(s) in RCA: 97] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
An efficient Cu(I)-catalyzed synthesis of 3-aroylindoles has been achieved from o-alkynylated N,N-dimethylamines via a sp(3) C-H bond activation α to the nitrogen atom followed by an intramolecular nucleophilic attack with the alkyne using an aqueous solution of tert-butyl hydroperoxide (TBHP) as the oxidant. In this tandem catalytic synthesis of 3-aroylindoles both C-C and C-O bonds are installed at the expense of two sp(3) C-H bond cleavages.
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Affiliation(s)
- Anupal Gogoi
- Department of Chemistry, Indian Institute of Technology, Guwahati, Guwahati 781039, India
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110
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Zhang Y, Liu S, Yu W, Hu M, Zhang G, Yu Y. Palladium-catalyzed synthesis of 3-alkenyl indoles from 2-azido-3-arylacrylates and terminal alkenes at room temperature. Tetrahedron 2013. [DOI: 10.1016/j.tet.2012.11.062] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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111
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Zhang X, Zhou X, Xiao H, Li X. A catalyst-free system for 3-sulfenylation of free (N–H) indoles with mercaptobenzoic acid under alkaline conditions. RSC Adv 2013. [DOI: 10.1039/c3ra44484h] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
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112
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Jin X, Liu Y, Lu Q, Yang D, Sun J, Qin S, Zhang J, Shen J, Chu C, Liu R. Formation of CN bonds by the release of H2: a new strategy for synthesis of imines and benzazoles. Org Biomol Chem 2013; 11:3776-80. [DOI: 10.1039/c3ob40388b] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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113
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Lashkari M, Hazeri N, Maghsoodlou MT, Khorassani SMH, Torbati NA, Hosseinian A, García-Granda S, Torre-Fernández L. Synthesis and Crystal Structure Study of Diethyl Aryl(benzo[d]thiazol-2-ylamino)methyl Phosphonates. HETEROATOM CHEMISTRY 2012. [DOI: 10.1002/hc.21063] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Mojtaba Lashkari
- Department of Chemistry; Faculty of Science; University of Sistan and Baluchestan; P. O. Box 98135-674; Zahedan; Iran
| | - Nourallah Hazeri
- Department of Chemistry; Faculty of Science; University of Sistan and Baluchestan; P. O. Box 98135-674; Zahedan; Iran
| | - Malek Taher Maghsoodlou
- Department of Chemistry; Faculty of Science; University of Sistan and Baluchestan; P. O. Box 98135-674; Zahedan; Iran
| | | | - Niloufar Akbarzadeh Torbati
- Department of Chemistry; Faculty of Science; University of Sistan and Baluchestan; P. O. Box 98135-674; Zahedan; Iran
| | - Asghar Hosseinian
- Department of Chemistry; College of Sciences; Hormozgan University; Bandar Abbas; Iran
| | - Santiago García-Granda
- Department of Physical and Analytical Chemistry; University of Oviedo-CINN; Oviedo; Spain
| | - Laura Torre-Fernández
- Department of Physical and Analytical Chemistry; University of Oviedo-CINN; Oviedo; Spain
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114
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Avram SI, Crisan L, Pacureanu LM, Bora A, Seclaman E, Balint M, Kurunczi LG. Challenges in docking 2′-hydroxy and 2′,4′-dihydroxychalcones into the binding site of ALR2. Med Chem Res 2012. [DOI: 10.1007/s00044-012-0367-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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115
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Zhang S, Chen X, Parveen S, Hussain S, Yang Y, Jing C, Zhu C. Effect of C7 Modifications on Benzothiadiazine-1,1-dioxide Derivatives on Their Inhibitory Activity and Selectivity toward Aldose Reductase. ChemMedChem 2012; 8:603-13. [DOI: 10.1002/cmdc.201200386] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2012] [Revised: 10/11/2012] [Indexed: 01/08/2023]
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116
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Sharma PC, Sinhmar A, Sharma A, Rajak H, Pathak DP. Medicinal significance of benzothiazole scaffold: an insight view. J Enzyme Inhib Med Chem 2012; 28:240-66. [PMID: 23030043 DOI: 10.3109/14756366.2012.720572] [Citation(s) in RCA: 159] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Heterocycles bearing nitrogen, sulphur and thiazole moieties constitute the core structure of a number of biologically interesting compounds. Benzothiazole, a group of xenobiotic compounds containing a benzene ring fused with a thiazole ring, are used worldwide for a variety of therapeutic applications. Benzothiazole and their heterocyclic derivatives represent an important class of compounds possessing a wide spectrum of biological activities. The myriad spectrum of medicinal properties associated with benzothiazole related drugs has encouraged the medicinal chemists to synthesize a large number of novel therapeutic agents. Several analogues containing benzothiazole ring system exhibit significant antitumour, antimicrobial, antidiabetic, anti-inflammatory, anticonvulsant, antiviral, antioxidant, antitubercular, antimalarial, antiasthmatic, anthelmintic, photosensitizing, diuretic, analgesic and other activities. This article is an attempt to present the research work reported in recent scientific literature on different pharmacological activities of benzothiazole compounds.
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117
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Cousido-Siah A, Petrova T, Hazemann I, Mitschler A, Ruiz FX, Howard E, Ginell S, Atmanene C, Van Dorsselaer A, Sanglier-Cianférani S, Joachimiak A, Podjarny A. Crystal packing modifies ligand binding affinity: the case of aldose reductase. Proteins 2012; 80:2552-61. [PMID: 22752989 DOI: 10.1002/prot.24136] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Revised: 06/05/2012] [Accepted: 06/13/2012] [Indexed: 01/06/2023]
Abstract
The relationship between the structures of protein-ligand complexes existing in the crystal and in solution, essential in the case of fragment-based screening by X-ray crystallography (FBS-X), has been often an object of controversy. To address this question, simultaneous co-crystallization and soaking of two inhibitors with different ratios, Fidarestat (FID; K(d) = 6.5 nM) and IDD594 (594; K(d) = 61 nM), which bind to h-aldose reductase (AR), have been performed. The subatomic resolution of the crystal structures allows the differentiation of both inhibitors, even when the structures are almost superposed. We have determined the occupation ratio in solution by mass spectrometry (MS) Occ(FID)/Occ(594) = 2.7 and by X-ray crystallography Occ(FID)/Occ(594) = 0.6. The occupancies in the crystal and in solution differ 4.6 times, implying that ligand binding potency is influenced by crystal contacts. A structural analysis shows that the Loop A (residues 122-130), which is exposed to the solvent, is flexible in solution, and is involved in packing contacts within the crystal. Furthermore, inhibitor 594 contacts the base of Loop A, stabilizing it, while inhibitor FID does not. This is shown by the difference in B-factors of the Loop A between the AR-594 and AR-FID complexes. A stable loop diminishes the entropic energy barrier to binding, favoring 594 versus FID. Therefore, the effect of the crystal environment should be taken into consideration in the X-ray diffraction analysis of ligand binding to proteins. This conclusion highlights the need for additional methodologies in the case of FBS-X to validate this powerful screening technique, which is widely used.
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Affiliation(s)
- Alexandra Cousido-Siah
- Department of Integrative Biology, IGBMC, CNRS, INSERM, Université de Strasbourg, Illkirch, France
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118
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Hosseinian A, Shaterian HR. NaHSO4.H2O Catalyzed Multicomponent Synthesis of 1-(Benzothiazolylamino) Methyl-2-Naphthols Under Solvent-Free Conditions. PHOSPHORUS SULFUR 2012. [DOI: 10.1080/10426507.2012.664221] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Asghar Hosseinian
- a Department of Chemistry, Faculty of Sciences , University of Sistan and Baluchestan , Zahedan , Iran
| | - Hamid Reza Shaterian
- a Department of Chemistry, Faculty of Sciences , University of Sistan and Baluchestan , Zahedan , Iran
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119
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Yang Y, Zhang S, Wu B, Ma M, Chen X, Qin X, He M, Hussain S, Jing C, Ma B, Zhu C. An Efficient Synthesis of Quinoxalinone Derivatives as Potent Inhibitors of Aldose Reductase. ChemMedChem 2012; 7:823-35. [PMID: 22416050 DOI: 10.1002/cmdc.201200054] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Revised: 02/18/2012] [Indexed: 11/09/2022]
Affiliation(s)
- Yanchun Yang
- Department of Applied Chemistry, Beijing Institute of Technology, Beijing, China
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120
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Sharghi H, Aberi M, Doroodmand MM. One-pot synthesis of 2-arylbenzimidazole, 2-arylbenzothiazole and 2-arylbenzoxazole derivatives using vanadium(IV)–salen complex as homogeneous catalyst and vanadium(IV)–salen complex nanoparticles immobilized onto silica as a heterogeneous nanocatalyst. JOURNAL OF THE IRANIAN CHEMICAL SOCIETY 2012. [DOI: 10.1007/s13738-011-0045-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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121
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Ban X, Pan Y, Lin Y, Wang S, Du Y, Zhao K. Synthesis of carbazolones and 3-acetylindoles via oxidative C–N bond formation through PIFA-mediated annulation of 2-aryl enaminones. Org Biomol Chem 2012; 10:3606-9. [DOI: 10.1039/c2ob25348h] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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122
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Shen C, Xia H, Yan H, Chen X, Ranjit S, Xie X, Tan D, Lee R, Yang Y, Xing B, Huang KW, Zhang P, Liu X. A concise, efficient synthesis of sugar-based benzothiazoles through chemoselective intramolecular C–S coupling. Chem Sci 2012. [DOI: 10.1039/c2sc20248d] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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123
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The molecular basis for inhibition of sulindac and its metabolites towards human aldose reductase. FEBS Lett 2011; 586:55-9. [DOI: 10.1016/j.febslet.2011.11.023] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2011] [Revised: 11/15/2011] [Accepted: 11/17/2011] [Indexed: 01/26/2023]
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124
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Craig IR, Pfleger C, Gohlke H, Essex JW, Spiegel K. Pocket-space maps to identify novel binding-site conformations in proteins. J Chem Inf Model 2011; 51:2666-79. [PMID: 21910474 DOI: 10.1021/ci200168b] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The identification of novel binding-site conformations can greatly assist the progress of structure-based ligand design projects. Diverse pocket shapes drive medicinal chemistry to explore a broader chemical space and thus present additional opportunities to overcome key drug discovery issues such as potency, selectivity, toxicity, and pharmacokinetics. We report a new automated approach to diverse pocket selection, PocketAnalyzer(PCA), which applies principal component analysis and clustering to the output of a grid-based pocket detection algorithm. Since the approach works directly with pocket shape descriptors, it is free from some of the problems hampering methods that are based on proxy shape descriptors, e.g. a set of atomic positional coordinates. The approach is technically straightforward and allows simultaneous analysis of mutants, isoforms, and protein structures derived from multiple sources with different residue numbering schemes. The PocketAnalyzer(PCA) approach is illustrated by the compilation of diverse sets of pocket shapes for aldose reductase and viral neuraminidase. In both cases this allows identification of novel computationally derived binding-site conformations that are yet to be observed crystallographically. Indeed, known inhibitors capable of exploiting these novel binding-site conformations are subsequently identified, thereby demonstrating the utility of PocketAnalyzer(PCA) for rationalizing and improving the understanding of the molecular basis of protein-ligand interaction and bioactivity. A Python program implementing the PocketAnalyzer(PCA) approach is available for download under an open-source license ( http://sourceforge.net/projects/papca/ or http://cpclab.uni-duesseldorf.de/downloads ).
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Affiliation(s)
- Ian R Craig
- Novartis Institutes for Biomedical Research, Wimblehurst Road, Horsham, West Sussex RH12 5AB, UK.
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125
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Rokob TA, Rulíšek L, Šrogl J, Révész Á, Zins EL, Schröder D. On the Mechanism of the Copper-Mediated C–S Bond Formation in the Intramolecular Disproportionation of Imine Disulfides. Inorg Chem 2011; 50:9968-79. [DOI: 10.1021/ic200442s] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Affiliation(s)
- Tibor András Rokob
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
| | - Lubomír Rulíšek
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
| | - Jiří Šrogl
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
| | - Ágnes Révész
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
| | - Emilie L. Zins
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
| | - Detlef Schröder
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Flemingovo nám. 2, 16610 Prague 6, Czech Republic
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126
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Sigan AL, Gusev DV, Chkanikov ND, Shmidt EY, Ivanov AV, Mihaleva AI. Hydroxyalkylation of 4,5,6,7-tetrahydroindole with polyfluorocarbonyl compounds as a route to 2-substituted indoles. Tetrahedron Lett 2011. [DOI: 10.1016/j.tetlet.2011.07.071] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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127
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Kurumurthy C, Sambasiva Rao P, Veera swamy B, Santhosh kumar G, Shanthan Rao P, Narsaiah B, Velatooru L, Pamanji R, Venkateswara Rao J. Synthesis of novel alkyltriazole tagged pyrido[2,3-d]pyrimidine derivatives and their anticancer activity. Eur J Med Chem 2011; 46:3462-8. [DOI: 10.1016/j.ejmech.2011.05.011] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2011] [Revised: 05/03/2011] [Accepted: 05/04/2011] [Indexed: 10/18/2022]
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128
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Chen X, Zhang S, Yang Y, Hussain S, He M, Gui D, Ma B, Jing C, Qiao Z, Zhu C, Yu Q. 1,2-Benzothiazine 1,1-dioxide carboxylate derivatives as novel potent inhibitors of aldose reductase. Bioorg Med Chem 2011; 19:7262-9. [PMID: 22036211 DOI: 10.1016/j.bmc.2011.07.051] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2011] [Accepted: 07/25/2011] [Indexed: 10/17/2022]
Abstract
Due to the importance of aldose reductase (ALR2) as a potential drug target in the treatment of diabetic complications, there are increasing interests in design and synthesis of ALR2 inhibitors. Here, we prepared 1,2-benzothiazine 1,1-dioxide acetic acid derivatives and investigated their inhibition activity. Most of these derivatives were found to be active with IC(50) values ranging from 0.11 μM to 10.42 μM, and compound 8d, 2-[2-(4-bromo-2-fluorobenzyl)-1,1-dioxido-2H-1,2-benzothiazin-4(3H)-ylidene]acetic acid, showed the most potent inhibition activity. Further, SAR and docking studies suggest that in comparison with the α,β-unsaturated derivatives, the saturated carboxylic acid derivatives had a greater binding affinity with the enzyme and thus an enhanced inhibition activity. Therefore, development of more powerful ARIs based on benzothiazine 1,1-dioxide by stereo-controlled synthesis could be expected.
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Affiliation(s)
- Xin Chen
- Department of Applied Chemistry, Beijing Institute of Technology, No. 5, Zhongguancun South Street, 100081 Beijing, China
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129
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Arya AK, Kumar M. Base catalyzed multicomponent synthesis of spiroheterocycles with fused heterosystems. Mol Divers 2011; 15:781-9. [DOI: 10.1007/s11030-011-9309-2] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2010] [Accepted: 02/28/2011] [Indexed: 11/29/2022]
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130
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Design and synthesis of potent and selective aldose reductase inhibitors based on pyridylthiadiazine scaffold. Eur J Med Chem 2011; 46:1536-44. [PMID: 21367494 DOI: 10.1016/j.ejmech.2011.01.072] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2010] [Revised: 01/19/2011] [Accepted: 01/29/2011] [Indexed: 11/23/2022]
Abstract
A series of pyrido[2,3-e]-[1,2,4]-thiadiazine 1,1-dioxide acetic acid derivatives were synthesized and tested for their inhibitory activity against aldose reductase (ALR2). These derivatives were found to be potent aldose reductase inhibitors with IC50 values ranging from 0.038 μM to 11.29 μM. Most but not all of them showed a strong ALR2 inhibition activity and significant selectivity, which were further supported by docking studies. Of these inhibitors, compound 7d exhibited highest inhibition activity. Structure-activity relationship studies indicate the requirement of N2-benzyl group with electron-withdrawing substituents and N4-acetic acid group in the pyridothiadiazine scaffold.
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131
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Copper-catalyzed chalcogenoamination of 2-alkynylanilines with dichalcogenides for one-step synthesis of 3-sulfenylindoles and 3-selenylindoles. Tetrahedron Lett 2011. [DOI: 10.1016/j.tetlet.2011.01.052] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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132
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Kim JH, Lee SG. Palladium-catalyzed intramolecular trapping of the Blaise reaction intermediate for tandem one-pot synthesis of indole derivatives. Org Lett 2011; 13:1350-3. [PMID: 21332145 DOI: 10.1021/ol200045q] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Palladium-catalyzed intramolecular N-arylative and N-alkylative/N-arylative trappings of the Blaise reaction intermediates could be a new route to construct the indole moiety in a tandem one-pot manner from nitriles.
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Affiliation(s)
- Ju Hyun Kim
- Department of Chemistry and Nano Science (BK21), Ewha Womans University, Seoul 120-750, Korea
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133
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Chen Z, Zhu J, Xie H, Li S, Wu Y, Gong Y. Palladium-Catalyzed Synthesis of 2-Fluoroalkyl-3-methylene-3H-indoles Through a Domino Carbopalladation/CH Activation Process. Adv Synth Catal 2011. [DOI: 10.1002/adsc.201000689] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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134
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Ranjit S, Liu X. Direct Arylation of Benzothiazoles and Benzoxazoles with Aryl Boronic Acids. Chemistry 2011; 17:1105-8. [DOI: 10.1002/chem.201002787] [Citation(s) in RCA: 122] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2010] [Indexed: 01/23/2023]
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135
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Chen X, Zhu C, Guo F, Qiu X, Yang Y, Zhang S, He M, Parveen S, Jing C, Li Y, Ma B. Acetic Acid Derivatives of 3,4-Dihydro-2H-1,2,4-benzothiadiazine 1,1-Dioxide as a Novel Class of Potent Aldose Reductase Inhibitors. J Med Chem 2010; 53:8330-44. [DOI: 10.1021/jm100962a] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xin Chen
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Changjin Zhu
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Fan Guo
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Xiaowei Qiu
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Yanchun Yang
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Shuzhen Zhang
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Minlan He
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Shagufta Parveen
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Chaojun Jing
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Yan Li
- School of Life Science and Biotechnology, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
| | - Bing Ma
- Department of Applied Chemistry, School of Chemical Engineering and Environment, Beijing Institute of Technology, Zhongguancun South Street, 100081 Beijing, China
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136
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Wang B, Zhang Y, Li P, Wang L. An Efficient and Practical Synthesis of Benzoxazoles from Acyl Chlorides and 2-Aminophenols Catalyzed by Lewis Acid In(OTf)3 under Solvent-Free Reaction Conditions. CHINESE J CHEM 2010. [DOI: 10.1002/cjoc.201090287] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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137
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Li CL, Zhang XG, Tang RY, Zhong P, Li JH. Copper-Catalyzed Thiolation Annulations of 1,4-Dihalides with Sulfides Leading to 2-Trifluoromethyl Benzothiophenes and Benzothiazoles. J Org Chem 2010; 75:7037-40. [DOI: 10.1021/jo101675f] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Chun-Lin Li
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou 325035, China
| | - Xing-Guo Zhang
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou 325035, China
- Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research (Ministry of Education), Hunan Normal University, Changsha 410081, China
| | - Ri-Yuan Tang
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou 325035, China
| | - Ping Zhong
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou 325035, China
| | - Jin-Heng Li
- College of Chemistry and Materials Engineering, Wenzhou University, Wenzhou 325035, China
- Key Laboratory of Chemical Biology & Traditional Chinese Medicine Research (Ministry of Education), Hunan Normal University, Changsha 410081, China
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138
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Pd(II)-catalyzed synthesis of indoles from α-aryloxime O-pentafluorobenzoates via intramolecular aromatic C–H amination. Tetrahedron 2010. [DOI: 10.1016/j.tet.2010.05.029] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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139
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Diabetic cataract-pathogenesis, epidemiology and treatment. J Ophthalmol 2010; 2010:608751. [PMID: 20634936 PMCID: PMC2903955 DOI: 10.1155/2010/608751] [Citation(s) in RCA: 240] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2009] [Accepted: 04/02/2010] [Indexed: 12/15/2022] Open
Abstract
Cataract in diabetic patients is a major cause of blindness in developed and developing countries. The pathogenesis of diabetic cataract development is still not fully understood. Recent basic research studies have emphasized the role of the polyol pathway in the initiation of the disease process.
Population-based studies have greatly increased our knowledge concerning the association between diabetes and cataract formation and have defined risk factors for the development of cataract. Diabetic patients also have a higher risk of complications after phacoemulsification cataract surgery compared to nondiabetics. Aldose-reductase inhibitors and antioxidants have been proven beneficial in the prevention or treatment of this sightthreatening condition in in vitro and in vivo experimental studies.
This paper provides an overview of the pathogenesis of diabetic cataract, clinical studies investigating the association between diabetes and cataract development, and current treatment of cataract in diabetics.
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140
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Tan L, Batista J, Bajorath J. Rationalization of the Performance and Target Dependence of Similarity Searching Incorporating Protein−Ligand Interaction Information. J Chem Inf Model 2010; 50:1042-52. [DOI: 10.1021/ci1001197] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Lu Tan
- Department of Life Science Informatics, B-IT, LIMES Program Unit Chemical Biology and Medicinal Chemistry, Rheinische Friedrich-Wilhelms-Universität, Dahlmannstrasse 2, D-53113 Bonn, Germany and In-Silico Center, JADO Technologies GmbH, Tatzberg 47-51, D-01307 Dresden, Germany
| | - José Batista
- Department of Life Science Informatics, B-IT, LIMES Program Unit Chemical Biology and Medicinal Chemistry, Rheinische Friedrich-Wilhelms-Universität, Dahlmannstrasse 2, D-53113 Bonn, Germany and In-Silico Center, JADO Technologies GmbH, Tatzberg 47-51, D-01307 Dresden, Germany
| | - Jürgen Bajorath
- Department of Life Science Informatics, B-IT, LIMES Program Unit Chemical Biology and Medicinal Chemistry, Rheinische Friedrich-Wilhelms-Universität, Dahlmannstrasse 2, D-53113 Bonn, Germany and In-Silico Center, JADO Technologies GmbH, Tatzberg 47-51, D-01307 Dresden, Germany
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141
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Hyvl J, Srogl J. Copper-Catalyzed Activation of Disulfides as a Key Step in the Synthesis of Benzothiazole Moieties. European J Org Chem 2010. [DOI: 10.1002/ejoc.201000174] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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142
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Jiang H, Wang Y, Wan W, Hao J. p-TsOH promoted Fischer indole synthesis of multi-substituted 2-trifluoromethyl indole derivatives. Tetrahedron 2010. [DOI: 10.1016/j.tet.2010.01.080] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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143
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Oh CH, Karmakar S, Park H, Ahn Y, Kim JW. Domino Process in Silver-Catalyzed Reactions of N-Arylformimidates and Active Methylene Compounds Involving Cycloisomerization and 1,3-Alkenyl Shift. J Am Chem Soc 2010; 132:1792-3. [DOI: 10.1021/ja9106226] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Chang Ho Oh
- Department of Chemistry, Hanyang University, Sungdong-Gu, Seoul 133-791, Korea
| | - Swastik Karmakar
- Department of Chemistry, Hanyang University, Sungdong-Gu, Seoul 133-791, Korea
| | - HyoSeung Park
- Department of Chemistry, Hanyang University, Sungdong-Gu, Seoul 133-791, Korea
| | - YoungCheon Ahn
- Department of Chemistry, Hanyang University, Sungdong-Gu, Seoul 133-791, Korea
| | - Jung Wook Kim
- Department of Chemistry, Hanyang University, Sungdong-Gu, Seoul 133-791, Korea
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144
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Mani Chandrika P, Yakaiah T, Gayatri G, Pranay Kumar K, Narsaiah B, Murthy U, Raghu Ram Rao A. Click chemistry: Studies on the synthesis of novel fluorous tagged triazol-4-yl substituted quinazoline derivatives and their biological evaluation – Theoretical and experimental validation. Eur J Med Chem 2010; 45:78-84. [DOI: 10.1016/j.ejmech.2009.09.027] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Revised: 08/22/2009] [Accepted: 09/10/2009] [Indexed: 10/20/2022]
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145
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Eftekhari-Sis B, Zirak M, Akbari A, Hashemi MM. Synthesis of new 2-aryl-4-chloro-3-hydroxy-1 H-indole-5,7-dicarbaldehydes viaVilsmeier-Haack reaction. J Heterocycl Chem 2010. [DOI: 10.1002/jhet.338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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146
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Ding Q, Huang XG, Wu J. Facile Synthesis of Benzothiazoles via Cascade Reactions of 2-Iodoanilines, Acid Chlorides and Lawesson’s Reagent. ACTA ACUST UNITED AC 2009; 11:1047-9. [DOI: 10.1021/cc900085p] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Qiuping Ding
- Department of Chemistry, Fudan University, 220 Handan Road, Shanghai 200433, China, State Key Laboratory of Organometallic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 354 Fenglin Road, Shanghai 200032, China, and Department of Chemistry, Jiangxi Agricultural University, Nanchang 330045, China
| | - Xi-Gen Huang
- Department of Chemistry, Fudan University, 220 Handan Road, Shanghai 200433, China, State Key Laboratory of Organometallic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 354 Fenglin Road, Shanghai 200032, China, and Department of Chemistry, Jiangxi Agricultural University, Nanchang 330045, China
| | - Jie Wu
- Department of Chemistry, Fudan University, 220 Handan Road, Shanghai 200433, China, State Key Laboratory of Organometallic Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 354 Fenglin Road, Shanghai 200032, China, and Department of Chemistry, Jiangxi Agricultural University, Nanchang 330045, China
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147
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Ma D, Xie S, Xue P, Zhang X, Dong J, Jiang Y. Efficient and Economical Access to Substituted Benzothiazoles: Copper-Catalyzed Coupling of 2-Haloanilides with Metal Sulfides and Subsequent Condensation. Angew Chem Int Ed Engl 2009. [DOI: 10.1002/ange.200900486] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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148
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Ma D, Xie S, Xue P, Zhang X, Dong J, Jiang Y. Efficient and Economical Access to Substituted Benzothiazoles: Copper-Catalyzed Coupling of 2-Haloanilides with Metal Sulfides and Subsequent Condensation. Angew Chem Int Ed Engl 2009; 48:4222-5. [PMID: 19425042 DOI: 10.1002/anie.200900486] [Citation(s) in RCA: 223] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Dawei Ma
- State Key Laboratory of Bioorganic & Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, 354 Fenglin Lu, Shanghai 200032, China.
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149
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Mulakala C, Kaznessis YN. Path-integral method for predicting relative binding affinities of protein-ligand complexes. J Am Chem Soc 2009; 131:4521-8. [PMID: 19275144 PMCID: PMC2671935 DOI: 10.1021/ja807460s] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We present a novel approach for computing biomolecular interaction binding affinities based on a simple path integral solution of the Fokker-Planck equation. Computing the free energy of protein-ligand interactions can expedite structure-based drug design. Traditionally, the problem is seen through the lens of statistical thermodynamics. The computations can become, however, prohibitively long for the change in the free energy upon binding to be determined accurately. In this work, we present a different approach based on a stochastic kinetic formalism. Inspired by Feynman's path integral formulation, we extend the theory to classical interacting systems. The ligand is modeled as a Brownian particle subjected to the effective nonbonding interaction potential of the receptor. This allows the calculation of the relative binding affinities of interacting biomolecules in water to be computed as a function of the ligand's diffusivity and the curvature of the potential surface in the vicinity of the binding minimum. The calculation is thus exceedingly rapid. In test cases, the correlation coefficient between actual and computed free energies is >0.93 for accurate data sets.
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Affiliation(s)
| | - Yiannis N. Kaznessis
- Department of Chemical Engineering and Materials Science, 151 Amundson Hall, 421 Washington Avenue SE, University of Minnesota, Minneapolis, Minnesota, 55455, USA
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150
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Van Zandt MC, Doan B, Sawicki DR, Sredy J, Podjarny AD. Discovery of [3-(4,5,7-trifluoro-benzothiazol-2-ylmethyl)-pyrrolo[2,3-b]pyridin-1-yl]acetic acids as highly potent and selective inhibitors of aldose reductase for treatment of chronic diabetic complications. Bioorg Med Chem Lett 2009; 19:2006-8. [DOI: 10.1016/j.bmcl.2009.02.037] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2008] [Revised: 02/05/2009] [Accepted: 02/09/2009] [Indexed: 10/21/2022]
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