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1.
Front Physiol ; 13: 880728, 2022.
Article in English | MEDLINE | ID: mdl-36304576

ABSTRACT

Clines are observable gradients that reflect continuous change in biological traits of species across geographical ranges. Clinal gradients could vary at geographic scales (latitude and altitude). Since clinal variations represent active genomic responses at the population level they (clines) provide an immense power to address questions related to climatic change. With the fast pace of climate change i.e. warming, populations are also likely to exhibit rapid responses; at both the phenotypic and genotypic levels. We seek to understand how clinal variation could be used to anticipate climatic responses using Drosophila, a pervasively used inter-disciplinary model system owing to its molecular repertoire. The genomic information coupled with the phenotypic variation greatly facilitates our understanding of the Drosophilidae response to climate change. We discuss traits associated with clinal variation at the phenotypic level as well as their underlying genetic regulators. Given prevailing climatic conditions and future projections for climate change, clines could emerge as monitoring tools to track the cross-talk between climatic variables and organisms.

2.
PLoS One ; 16(6): e0252920, 2021.
Article in English | MEDLINE | ID: mdl-34111165

ABSTRACT

Insects hold considerable ecological and agricultural importance making it vital to understand the factors impacting their reproductive output. Environmental stressors are examples of such factors which have a substantial and significant influence on insect reproductive fitness. Insects are also ectothermic and small in size which makes them even more susceptible to environmental stresses. The present study assesses the consequence of desiccation on the mating latency and copulations duration in tropical Drosophila melanogaster. We tested flies for these reproductive behavioral parameters at varying body water levels and with whole metabolome analysis in order to gain a further understanding of the physiological response to desiccation. Our results showed that the duration of desiccation is positively correlated with mating latency and mating failure, while having no influence on the copulation duration. The metabolomic analysis revealed three biological pathways highly affected by desiccation: starch and sucrose metabolism, galactose metabolism, and phenylalanine, tyrosine and tryptophan biosynthesis. These results are consistent with carbohydrate metabolism providing an energy source in desiccated flies and also suggests that the phenylalanine biosynthesis pathway plays a role in the reproductive fitness of the flies. Desiccation is a common issue with smaller insects, like Drosophila and other tropical insects, and our findings indicate that this lack of ambient water can immediately and drastically affect the insect reproductive behaviour, which becomes more crucial because of unpredictable and dynamic weather conditions.


Subject(s)
Copulation/physiology , Drosophila melanogaster/physiology , Mating Preference, Animal/physiology , Metabolomics/methods , Animals , Carbohydrate Metabolism , Desiccation , Drosophila melanogaster/metabolism , Energy Metabolism , Female , Male , Phenylalanine/metabolism , Starch/metabolism , Stress, Physiological , Sucrose/metabolism
3.
Nat Commun ; 11(1): 5621, 2020 11 06.
Article in English | MEDLINE | ID: mdl-33159082

ABSTRACT

Interactions between U2AF homology motifs (UHMs) and U2AF ligand motifs (ULMs) play a crucial role in early spliceosome assembly in eukaryotic gene regulation. UHM-ULM interactions mediate heterodimerization of the constitutive splicing factors U2AF65 and U2AF35 and between other splicing factors that regulate spliceosome assembly at the 3' splice site, where UHM domains of alternative splicing factors, such as SPF45 and PUF60, contribute to alternative splicing regulation. Here, we performed high-throughput screening using fluorescence polarization assays with hit validation by NMR and identified phenothiazines as general inhibitors of UHM-ULM interactions. NMR studies show that these compounds occupy the tryptophan binding pocket of UHM domains. Co-crystal structures of the inhibitors with the PUF60 UHM domain and medicinal chemistry provide structure-activity-relationships and reveal functional groups important for binding. These inhibitors inhibit early spliceosome assembly on pre-mRNA substrates in vitro. Our data show that spliceosome assembly can be inhibited by targeting UHM-ULM interactions by small molecules, thus extending the toolkit of splicing modulators for structural and biochemical studies of the spliceosome and splicing regulation.


Subject(s)
Phenothiazines/chemistry , Phenothiazines/pharmacology , Spliceosomes/drug effects , Spliceosomes/metabolism , Alternative Splicing , Humans , Protein Binding/drug effects , Protein Domains , RNA Precursors/genetics , RNA Precursors/metabolism , RNA Splicing Factors/chemistry , RNA Splicing Factors/genetics , RNA Splicing Factors/metabolism , Repressor Proteins/chemistry , Repressor Proteins/genetics , Repressor Proteins/metabolism , Spliceosomes/genetics , Splicing Factor U2AF/chemistry , Splicing Factor U2AF/genetics , Splicing Factor U2AF/metabolism
4.
Science ; 363(6431)2019 03 08.
Article in English | MEDLINE | ID: mdl-30846569

ABSTRACT

Recent characterization of broadly neutralizing antibodies (bnAbs) against influenza virus identified the conserved hemagglutinin (HA) stem as a target for development of universal vaccines and therapeutics. Although several stem bnAbs are being evaluated in clinical trials, antibodies are generally unsuited for oral delivery. Guided by structural knowledge of the interactions and mechanism of anti-stem bnAb CR6261, we selected and optimized small molecules that mimic the bnAb functionality. Our lead compound neutralizes influenza A group 1 viruses by inhibiting HA-mediated fusion in vitro, protects mice against lethal and sublethal influenza challenge after oral administration, and effectively neutralizes virus infection in reconstituted three-dimensional cell culture of fully differentiated human bronchial epithelial cells. Cocrystal structures with H1 and H5 HAs reveal that the lead compound recapitulates the bnAb hotspot interactions.


Subject(s)
Antibodies, Neutralizing/chemistry , Biomimetic Materials/pharmacology , Influenza A Virus, H1N1 Subtype/drug effects , Influenza, Human/prevention & control , Piperazines/pharmacology , Pyridines/pharmacology , Tetrazoles/pharmacology , Viral Fusion Protein Inhibitors/pharmacology , Virus Internalization/drug effects , Administration, Oral , Animals , Biomimetic Materials/administration & dosage , Biomimetic Materials/pharmacokinetics , Bronchi/virology , Cells, Cultured , Dogs , Hemagglutinin Glycoproteins, Influenza Virus/genetics , Hemagglutinin Glycoproteins, Influenza Virus/metabolism , Humans , Madin Darby Canine Kidney Cells , Mice , Piperazines/administration & dosage , Piperazines/pharmacokinetics , Pyridines/administration & dosage , Pyridines/pharmacokinetics , Respiratory Mucosa/virology , Tetrazoles/administration & dosage , Tetrazoles/pharmacokinetics , Viral Fusion Protein Inhibitors/administration & dosage , Viral Fusion Protein Inhibitors/pharmacokinetics
5.
6.
Sci Rep ; 8(1): 1116, 2018 01 18.
Article in English | MEDLINE | ID: mdl-29348618

ABSTRACT

The formation of amyloid fibrils by human islet amyloid polypeptide protein (hIAPP) has been implicated in pancreas dysfunction and diabetes. However, efficient treatment options to reduce amyloid fibrils in vivo are still lacking. Therefore, we tested the effect of epigallocatechin gallate (EGCG) on fibril formation in vitro and in vivo. To determine the binding of hIAPP and EGCG, in vitro interaction studies were performed. To inhibit amyloid plaque formation in vivo, homozygous (tg/tg), hemizygous (wt/tg), and control mice (wt/wt) were treated with EGCG. EGCG bound to hIAPP in vitro and induced formation of amorphous aggregates instead of amyloid fibrils. Amyloid fibrils were detected in the pancreatic islets of tg/tg mice, which was associated with disrupted islet structure and diabetes. Although pancreatic amyloid fibrils could be detected in wt/tg mice, these animals were non-diabetic. EGCG application decreased amyloid fibril intensity in wt/tg mice, however it was ineffective in tg/tg animals. Our data indicate that EGCG inhibits amyloid fibril formation in vitro and reduces fibril intensity in non-diabetic wt/tg mice. These results demonstrate a possible in vivo effectiveness of EGCG on amyloid formation and suggest an early therapeutical application.


Subject(s)
Amyloid/metabolism , Amyloidosis/metabolism , Catechin/analogs & derivatives , Islet Amyloid Polypeptide/genetics , Neuroprotective Agents/pharmacology , Pancreas/metabolism , Amyloid/chemistry , Amyloidosis/pathology , Animals , Biomarkers , Catechin/chemistry , Catechin/metabolism , Catechin/pharmacology , Humans , Islet Amyloid Polypeptide/metabolism , Mice , Mice, Transgenic , Models, Molecular , Molecular Conformation , Neuroprotective Agents/chemistry , Neuroprotective Agents/metabolism , Pancreas/pathology , Pancreas/ultrastructure , Protein Binding
7.
J Med Chem ; 59(22): 10190-10197, 2016 11 23.
Article in English | MEDLINE | ID: mdl-27753493

ABSTRACT

U2AF homology motifs (UHMs) are atypical RNA recognition motif domains that mediate critical protein-protein interactions during the regulation of alternative pre-mRNA splicing and other processes. The recognition of UHM domains by UHM ligand motif (ULM) peptide sequences plays important roles during early steps of spliceosome assembly. Splicing factor 45 kDa (SPF45) is an alternative splicing factor implicated in breast and lung cancers, and splicing regulation of apoptosis-linked pre-mRNAs by SPF45 was shown to depend on interactions between its UHM domain and ULM motifs in constitutive splicing factors. We have developed cyclic peptide inhibitors that target UHM domains. By screening a focused library of linear and cyclic peptides and performing structure-activity relationship analysis, we designed cyclic peptides with 4-fold improved binding affinity for the SPF45 UHM domain compared to native ULM ligands and 270-fold selectivity to discriminate UHM domains from alternative and constitutive splicing factors. These inhibitors are useful tools to modulate and dissect mechanisms of alternative splicing regulation.


Subject(s)
Drug Design , Peptides, Cyclic/pharmacology , RNA Precursors/drug effects , RNA Splicing/drug effects , Splicing Factor U2AF/antagonists & inhibitors , Dose-Response Relationship, Drug , Humans , Molecular Structure , Peptides, Cyclic/chemical synthesis , Peptides, Cyclic/chemistry , Splicing Factor U2AF/metabolism , Structure-Activity Relationship
8.
Sci Rep ; 5: 17356, 2015 Nov 27.
Article in English | MEDLINE | ID: mdl-26612036

ABSTRACT

Conservation of function across families of orthologous enzymes is generally accompanied by conservation of their active site electrostatic potentials. To study the electrostatic conservation in the highly conserved essential enzyme, thymidylate synthase (TS), we conducted a systematic species-based comparison of the electrostatic potential in the vicinity of its active site. Whereas the electrostatics of the active site of TS are generally well conserved, the TSs from minimal organisms do not conform to the overall trend. Since the genomes of minimal organisms have a high thymidine content compared to other organisms, the observation of non-conserved electrostatics was surprising. Analysis of the symbiotic relationship between minimal organisms and their hosts, and the genetic completeness of the thymidine synthesis pathway suggested that TS from the minimal organism Wigglesworthia glossinidia (W.g.b.) must be active. Four residues in the vicinity of the active site of Escherichia coli TS were mutated individually and simultaneously to mimic the electrostatics of W.g.b TS. The measured activities of the E. coli TS mutants imply that conservation of electrostatics in the region of the active site is important for the activity of TS, and suggest that the W.g.b. TS has the minimal activity necessary to support replication of its reduced genome.


Subject(s)
Buchnera/enzymology , Deoxyuracil Nucleotides/chemistry , Escherichia coli/enzymology , Folic Acid/analogs & derivatives , Thymidylate Synthase/chemistry , Wigglesworthia/enzymology , Binding Sites , Buchnera/chemistry , Catalytic Domain , Cloning, Molecular , Deoxyuracil Nucleotides/metabolism , Enzyme Assays , Escherichia coli/chemistry , Folic Acid/chemistry , Folic Acid/metabolism , Gene Expression , Humans , Kinetics , Models, Molecular , Mutation , Protein Multimerization , Protein Structure, Secondary , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Static Electricity , Structural Homology, Protein , Substrate Specificity , Thymidylate Synthase/genetics , Thymidylate Synthase/metabolism , Wigglesworthia/chemistry
9.
Virus Res ; 193: 135-43, 2014 Nov 26.
Article in English | MEDLINE | ID: mdl-25026536

ABSTRACT

The continuing challenge of HIV-1 treatment resistance in patients creates a need for the development of new antiretroviral inhibitors. The HIV nucleocapsid (NC) protein is a potential therapeutic target. NC is necessary for viral RNA packaging and in the early stages of viral infection. The high level of NC amino acid conservation among all HIV-1 clades suggests a low tolerance for mutations. Thus, NC mutations that could arise during inhibitor treatment to provide resistance may render the virus less fit. Disruption of NC function provides a unique opportunity to strongly dampen replication at multiple points during the viral life cycle with a single inhibitor. Although NC exhibits desirable features for a potential antiviral target, the structural flexibility, size, and the presence of two zinc fingers makes small molecule targeting of NC a challenging task. In this review, we discuss the recent advances in strategies to develop inhibitors of NC function and present a perspective on potential novel approaches that may help to overcome some of the current challenges in the field.


Subject(s)
Anti-HIV Agents/therapeutic use , HIV Infections/drug therapy , HIV Infections/virology , HIV-1/physiology , Nucleocapsid/metabolism , RNA, Viral/metabolism , Anti-HIV Agents/pharmacology , Humans , Nucleocapsid/chemistry , Nucleocapsid Proteins/chemistry , Nucleocapsid Proteins/metabolism , Protein Binding/drug effects , RNA, Viral/chemistry , RNA, Viral/genetics , Zinc Fingers
10.
Chemistry ; 19(50): 17054-63, 2013 Dec 09.
Article in English | MEDLINE | ID: mdl-24307364

ABSTRACT

The galactopeptide dendrimer GalAG2 ((ß-Gal-OC6H4CO-Lys-Pro-Leu)4(Lys-Phe-Lys-Ile)2Lys-His-Ile-NH2) binds strongly to the Pseudomonas aeruginosa (PA) lectin LecA, and it inhibits PA biofilms, as well as disperses already established ones. By starting with the crystal structure of the terminal tripeptide moiety GalA-KPL in complex with LecA, a computational mutagenesis study was carried out on the galactotripeptide to optimize the peptide-lectin interactions. 25 mutants were experimentally evaluated by a hemagglutination inhibition assay, 17 by isothermal titration calorimetry, and 3 by X-ray crystallography. Two of these tripeptides, GalA-KPY (dissociation constant (K(D))=2.7 µM) and GalA-KRL (K(D)=2.7 µM), are among the most potent monovalent LecA ligands reported to date. Dendrimers based on these tripeptide ligands showed improved PA biofilm inhibition and dispersal compared to those of GalAG2, particularly G2KPY ((ß-Gal-OC6H4CO-Lys-Pro-Tyr)4(Lys-Phe-Lys-Ile)2Lys-His-Ile-NH2). The possibility to retain and even improve the biofilm inhibition in several analogues of GalAG2 suggests that it should be possible to fine-tune this dendrimer towards therapeutic use by adjusting the pharmacokinetic parameters in addition to the biofilm inhibition through amino acid substitutions.


Subject(s)
Adhesins, Bacterial/chemistry , Biofilms/drug effects , Dendrimers/chemistry , Dendrimers/pharmacology , Glycopeptides/chemistry , Glycopeptides/pharmacology , Lectins/chemistry , Oligopeptides/chemistry , Pseudomonas aeruginosa/physiology , Adhesins, Bacterial/metabolism , Amino Acid Sequence , Anti-Bacterial Agents/chemistry , Anti-Bacterial Agents/pharmacology , Crystallography, X-Ray , Lectins/antagonists & inhibitors , Lectins/metabolism , Pseudomonas aeruginosa/metabolism
11.
ACS Chem Biol ; 8(9): 1925-30, 2013 Sep 20.
Article in English | MEDLINE | ID: mdl-23869965

ABSTRACT

The galactose specific lectin LecA mediates biofilm formation in the opportunistic pathogen P. aeruginosa . The interaction between LecA and aromatic ß-galactoside biofilm inhibitors involves an intermolecular CH-π T-shape interaction between C(ε1)-H of residue His50 in LecA and the aromatic ring of the galactoside aglycone. The generality of this interaction was tested in a diverse family of ß-galactosides. LecA binding to aromatic ß-galactosides (KD ∼ 8 µM) was consistently stronger than to aliphatic ß-galactosides (KD ∼ 36 µM). The CH-π interaction was observed in the X-ray crystal structures of six different LecA complexes, with shorter than the van der Waals distances indicating productive binding. Related XH/cation/π-π interactions involving other residues were identified in complexes of aromatic glycosides with a variety of carbohydrate binding proteins such as concanavalin A. Exploiting such interactions might be generally useful in drug design against these targets.


Subject(s)
Bacterial Proteins/metabolism , Galactosides/metabolism , Histidine/metabolism , Lectins/metabolism , Pseudomonas aeruginosa/physiology , Bacterial Proteins/chemistry , Binding Sites , Biofilms/growth & development , Crystallography, X-Ray , Galactosides/chemistry , Histidine/chemistry , Lectins/chemistry , Models, Molecular , Pseudomonas aeruginosa/chemistry
12.
Nucleic Acids Res ; 41(7): 4159-70, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23423353

ABSTRACT

Resistance to drugs targeting human thymidylate synthase (TS) poses a major challenge in the field of anti-cancer therapeutics. Overexpression of the TS protein has been implicated as one of the factors leading to the development of resistance. Therefore, repressing translation by targeting the TS mRNA could help to overcome this problem. In this study, we report that the compound Hoechst 33258 (HT) can reduce cellular TS protein levels without altering TS mRNA levels, suggesting that it modulates TS expression at the translation level. We have combined nuclear magnetic resonance, UV-visible and fluorescence spectroscopy methods with docking and molecular dynamics simulations to study the interaction of HT with a region in the TS mRNA. The interaction predominantly involves intercalation of HT at a CC mismatch in the region near the translational initiation site. Our results support the use of HT-like compounds to guide the design of therapeutic agents targeting TS mRNA.


Subject(s)
Antineoplastic Agents/chemistry , Bisbenzimidazole/chemistry , Bisbenzimidazole/pharmacology , Gene Expression Regulation/drug effects , Protein Biosynthesis/drug effects , RNA, Messenger/drug effects , Thymidylate Synthase/genetics , Antineoplastic Agents/pharmacology , Base Pair Mismatch , Binding Sites , Cell Line, Tumor , Humans , Intercalating Agents/chemistry , Intercalating Agents/pharmacology , Models, Molecular , RNA, Messenger/chemistry , RNA, Messenger/metabolism , Thymidylate Synthase/metabolism
14.
Indian J Exp Biol ; 48(3): 265-8, 2010 Mar.
Article in English | MEDLINE | ID: mdl-21046979

ABSTRACT

Aryl hydrazine and hydrazide analogues were synthesized based on p-tolyl hydrazine, isolated as a breakdown product of a secondary metabolite from the mushroom, Agaricus bisporus, and tested to be highly active molecule than 5-fluorouracil in in vitro anticancer studies. The synthesized analogues were tested for anticancer activity using NCI protocol. Anolgues 12 and 15 emerged as molecules with significant in vitro anticancer activity. Molecular docking study revealed the binding orientations of aryl hydrazines and hydrazides analogues in the active sites of thymidylate synthase.


Subject(s)
Antineoplastic Agents/metabolism , Antineoplastic Agents/pharmacology , Hydrazines/metabolism , Hydrazines/pharmacology , Agaricus/chemistry , Antineoplastic Agents/chemical synthesis , Binding Sites , Cell Line, Tumor , Cell Proliferation/drug effects , Humans , Hydrazines/chemical synthesis , Hydrogen Bonding , Models, Chemical , Models, Molecular , Molecular Structure , Protein Binding , Protein Structure, Tertiary , Thymidylate Synthase/chemistry , Thymidylate Synthase/metabolism
16.
Chem Biol Drug Des ; 71(1): 45-56, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18086152

ABSTRACT

UDP-3-O-[R-3-hydroxymyristoyl]-GlcNAc deacetylase enzyme of Pseudomonas aeruginosa is an interesting target for development of anti-infective drugs against this gram-negative bacterium. Many segregated studies analyzing the P. aeruginosa UDP-3-O-[R-3-hydroxymyristoyl]-GlcNAc deacetylase and its inhibitors have been reported in the recent past. In the present study, an attempt has been made to integrate this knowledge for the development of an effective multilayer screening approach. Eventually, an extensive chemical space was screened to filter out three potential P. aeruginosa UDP-3-O-[R-3-hydroxymyristoyl]-GlcNAc deacetylase inhibitors.


Subject(s)
Amidohydrolases/antagonists & inhibitors , Drug Evaluation, Preclinical , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Pseudomonas aeruginosa/drug effects , Pseudomonas aeruginosa/enzymology , Amidohydrolases/metabolism , Electrons , Models, Molecular , Molecular Structure , Quantitative Structure-Activity Relationship , Surface Properties
17.
J Mol Graph Model ; 26(6): 966-76, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17928249

ABSTRACT

Predictive quantitative structure-toxicity and toxicophore models were developed for a diverse series of hERG K+ channel blockers, acting as anti-arrhythmic agents using QSAR+ module in Cerius2 and HypoGen module in Catalyst software, respectively. The 2D-QSTR analysis has been performed on a dataset of 68 molecules carefully selected from literature for which IC50 values measured on hERG K+ channels expressed in mammalian cells lines using the voltage patch clamp assay technique were reported. Their biological data, expressed as IC50, spanned from 7.0nM to 1.4mM, with 7 orders difference. Several types of descriptors including electrotopological, thermodynamic, ADMET, graph theoretical (topological and information content) were used to derive a quantitative relationship between the channel blockers and its physico-chemical properties. Statistically significant QSTR model was obtained using genetic function approximation methodology, having seven descriptors, with a correlation coefficient (r2) of 0.837, cross-validated correlation coefficient (q2) of 0.776 and predictive correlation coefficient (r2 pred) of 0.701, indicating the robustness of the model. Toxicophore model generated using HypoGen module in Catalyst, on these datasets, showed three important features for hERG K+ channel blockers, (i) hydrophobic group (HP), (ii) ring aromatic group (RA) and (iii) hydrogen bond acceptor lipid group (HBAl). The most predictive hypothesis (Hypo 1), consisting of these three features had a best correlation coefficient of 0.820, a low rms deviation of 1.740, and a high cost difference of 113.50, which represents a true correlation and a good predictivity. The hypothesis, Hypo 1 was validated by a test set consisting of 12 molecules and by a cross-validation of 95% confidence level. Accordingly, our 2D-QSTR and toxicophore model has strong predictivity to identify structurally diverse hERG K+ channel blockers with desired biological activity. These models provide a useful framework for understanding binding, and gave structural insight into the specific protein-ligand interactions responsible for affinity, and how one might modify any given structure to mitigate binding.


Subject(s)
Potassium Channel Blockers/chemistry , Potassium Channels, Voltage-Gated/antagonists & inhibitors , Quantitative Structure-Activity Relationship , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Models, Molecular , Reproducibility of Results
18.
J Med Chem ; 50(25): 6337-42, 2007 Dec 13.
Article in English | MEDLINE | ID: mdl-17988083

ABSTRACT

The target for the anti-inflammatory natural products like amentoflavone ( 2), which act by interfering with the proinflammatory cytokine pathway (e.g., TNF-alpha, IL-1beta, and NO synthase), is not yet well-defined. Data obtained from docking, electronic, and surface analyses shed some light on steric and electronic complementarity of these molecules to p38 MAPK, thereby suggesting a possible mechanism by which they might reduce the production of proinflammatory cytokines.


Subject(s)
Anti-Inflammatory Agents/chemistry , Cytokines/antagonists & inhibitors , Flavones/chemistry , Imidazoles/chemistry , Models, Molecular , Pyridines/chemistry , p38 Mitogen-Activated Protein Kinases/antagonists & inhibitors , Biflavonoids/chemistry , Flavanones/chemistry , Flavonoids/chemistry , Glucosides/chemistry , Hydrogen Bonding , Luteolin/chemistry , Structure-Activity Relationship , p38 Mitogen-Activated Protein Kinases/chemistry
19.
Mini Rev Med Chem ; 7(5): 499-507, 2007 May.
Article in English | MEDLINE | ID: mdl-17504185

ABSTRACT

In Silico predictive ADME/Tox screening of compounds is one of the hottest areas in drug discovery. To provide predictions of compound drug-like characteristics early in modern drug-discovery decision making, computational technologies have been widely accepted to develop rapid high throughput in silico ADMET analysis. It is widely perceived that the early screening of chemical entities can significantly reduce the expensive costs associated with late stage failures of drugs due to poor ADME/Tox properties. Drug toxic effects are broadly defined to include toxicity, mutagenicity, carcinogenicity, teratogenicity, neurotoxicity and immunotoxicity. Toxicity prediction techniques and structure-activity relationships relies on the accurate estimation and representation of physico-chemical and toxicological properties. This review highlights some of the freely and commercially available softwares for toxicity predictions. The information content can be utilized as a guide for the scientists involved in the drug discovery arena.


Subject(s)
Software , Toxicity Tests/methods , Computer Simulation , Structure-Activity Relationship
20.
J Chem Inf Model ; 47(3): 1188-95, 2007.
Article in English | MEDLINE | ID: mdl-17458951

ABSTRACT

In this study, we have focused on the implication of a multiscreening approach in the evaluation of Pseudomonas aeruginosa deacetylase LpxC inhibitory activity of dual PDE4-TNFalpha inhibitors. A genetic function approximation (GFA) directed quantitative structure-activity relationship (QSAR) model was developed for LpxC inhibition on the basis of reported biological activity (Kline and Andersen, J. Med. Chem. 2002, 45, 3112-3129). Subsequently, reported PDE4-TNFalpha inhibitors (Klienman and Campbell, J. Med. Chem. 1998, 41, 266-270) were screened using the QSAR model. Whereby, the compounds were predicted to have equipotent activity with the most potent compound in reported LpxC inhibitor series. A docking analysis of these compounds carried out on the LpxC homology model corroborated the initial results. The compounds were then validated using surface electronic properties analysis and subjected to an adsorption, distribution, metabolism, excretion, and toxicity filter. Taken together, a multiscreening strategy was used to validate potential leads for LpxC inhibition.


Subject(s)
3',5'-Cyclic-AMP Phosphodiesterases/antagonists & inhibitors , Amidohydrolases/antagonists & inhibitors , Pseudomonas aeruginosa/enzymology , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Amidohydrolases/chemistry , Amidohydrolases/metabolism , Computer Simulation , Cyclic Nucleotide Phosphodiesterases, Type 4 , Drug Evaluation, Preclinical/methods , Models, Molecular , Molecular Structure , Protein Binding , Receptors, Chemokine
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