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1.
Pharmaceutics ; 15(2)2023 Feb 01.
Article in English | MEDLINE | ID: mdl-36839812

ABSTRACT

Pharmaceutical tablet disintegration is a critical process for dissolving and enabling the absorption of the drug substance into the blood stream. The tablet disintegration process consists of multiple connected and interdependent mechanisms: liquid penetration, swelling, dissolution, and break-up. One key dependence is the dynamic change of the pore space in a tablet caused by the swelling of particles while the tablet takes up liquid. This study analysed the changes in the pore structure during disintegration by coupling the discrete element method (DEM) with a single-particle swelling model and experimental liquid penetration data from terahertz-pulsed imaging (TPI). The coupled model is demonstrated and validated for pure microcrystalline cellulose (MCC) tablets across three porosities (10, 15, and 22%) and MCC with three different concentrations of croscarmellose sodium (CCS) (2, 5, and 8% w/w). The model was validated using experimental tablet swelling from TPI. The model captured the difference in the swelling behaviour of tablets with different porosities and formulations well. Both the experimental and modelling results showed that the swelling was lowest (i.e., time to reach the maximum normalised swelling capacity) for tablets with the highest CCS concentration, cCCS = 8%. The simulations revealed that this was caused by the closure of the pores in both the wetted volume and dry volume of the tablet. The closure of the pores hinders the liquid from accessing other particles and slows down the overall swelling process. This study provides new insights into the changes in the pore space during disintegration, which is crucial to better understand the impact of porosity and formulations on the performance of tablets.

2.
Nat Chem ; 12(10): 914-920, 2020 10.
Article in English | MEDLINE | ID: mdl-32968232

ABSTRACT

The symmetries of a crystal are notoriously uncorrelated to those of its constituent molecules. This symmetry breaking is typically thought to occur during crystallization. Here we demonstrate that one of the two symmetry elements of olanzapine crystals, an inversion centre, emerges in solute dimers extant in solution prior to crystallization. We combine time-resolved in situ scanning probe microscopy to monitor the crystal growth processes with all-atom molecular dynamics simulations. We show that crystals grow non-classically, predominantly by incorporation of centrosymmetric dimers. The growth rate of crystal layers exhibits a quadratic dependence on the solute concentration, characteristic of the second-order kinetics of the incorporation of dimers, which exist in equilibrium with a majority of monomers. We show that growth by dimers is preferred due to overwhelming accumulation of adsorbed dimers on the crystal surface, where it is complemented by dimerization and expedites dimer incorporation into growth sites.


Subject(s)
Olanzapine/chemistry , Crystallization , Dimerization , Molecular Dynamics Simulation , Molecular Structure , Solutions
3.
ACS Appl Bio Mater ; 3(7): 4095-4108, 2020 Jul 20.
Article in English | MEDLINE | ID: mdl-35025484

ABSTRACT

Bacterial biofilm infections incur massive costs on healthcare systems worldwide. Particularly worrisome are the infections associated with pressure ulcers and prosthetic, plastic, and reconstructive surgeries, where staphylococci are the major biofilm-forming pathogens. Non-leaching antimicrobial surfaces offer great promise for the design of bioactive coatings to be used in medical devices. However, the vast majority are cationic, which brings about undesirable toxicity. To circumvent this issue, we have developed antimicrobial nanocellulose films by direct functionalization of the surface with dehydroabietic acid derivatives. Our conceptually unique design generates non-leaching anionic surfaces that reduce the number of viable staphylococci in suspension, including drug-resistant Staphylococcus aureus, by an impressive 4-5 log units, upon contact. Moreover, the films clearly prevent bacterial colonization of the surface in a model mimicking the physiological environment in chronic wounds. Their activity is not hampered by high protein content, and they nurture fibroblast growth at the surface without causing significant hemolysis. In this work, we have generated nanocellulose films with indisputable antimicrobial activity demonstrated using state-of-the-art models that best depict an "in vivo scenario". Our approach is to use fully renewable polymers and find suitable alternatives to silver and cationic antimicrobials.

4.
J Phys Chem Lett ; 10(15): 4278-4284, 2019 Aug 01.
Article in English | MEDLINE | ID: mdl-31318218

ABSTRACT

Silk continues to amaze: over the past decade, new research threads have emerged that include the use of silk fibroin for advanced pharmaceutics, including its suitability for drug delivery. Despite this ongoing interest, the details of silk fibroin structures and their subsequent drug interactions at the molecular level remain elusive, primarily because of the difficulties encountered in modeling the silk fibroin molecule. Here, we generated an atomistic silk model containing amorphous and crystalline regions. We then exploited advanced well-tempered metadynamics simulations to generate molecular conformations that we subsequently exposed to classical molecular dynamics simulations to monitor both drug binding and release. Overall, this study demonstrated the importance of the silk fibroin primary sequence, electrostatic interactions, hydrogen bonding, and higher-order conformation in the processes of drug binding and release.


Subject(s)
Doxorubicin/chemistry , Drug Carriers/chemistry , Fibroins/chemistry , Animals , Bombyx/chemistry , Crystallization , Drug Liberation , Hydrogen Bonding , Molecular Dynamics Simulation , Protein Conformation , Static Electricity , Thermodynamics , Water/chemistry
5.
Nanoscale Adv ; 1(2): 873-883, 2019 Feb 12.
Article in English | MEDLINE | ID: mdl-36132231

ABSTRACT

Silk is now making inroads into advanced pharmaceutical and biomedical applications. Both bottom-up and top-down approaches can be applied to silk and the resulting aqueous silk solution can be processed into a range of material formats, including nanoparticles. Here, we demonstrate the potential of microfluidics for the continuous production of silk nanoparticles with tuned particle characteristics. Our microfluidic-based design ensured efficient mixing of different solvent phases at the nanoliter scale, in addition to controlling the solvent ratio and flow rates. The total flow rate and aqueous : solvent ratios were important parameters affecting yield (1 mL min-1 > 12 mL min-1). The ratios also affected size and stability; a solvent : aqueous total flow ratio of 5 : 1 efficiently generated spherical nanoparticles 110 and 215 nm in size that were stable in water and had a high beta-sheet content. These 110 and 215 nm silk nanoparticles were not cytotoxic (IC50 > 100 µg mL-1) but showed size-dependent cellular trafficking. Overall, microfluidic-assisted silk nanoparticle manufacture is a promising platform that allows control of the silk nanoparticle properties by manipulation of the processing variables.

6.
J Org Chem ; 83(3): 1510-1517, 2018 02 02.
Article in English | MEDLINE | ID: mdl-29345136

ABSTRACT

Treatment of electron deficient pyridine N-oxides with 4-nitrobenzoyl chloride and a cyclic thioether in the presence of triethylamine leads to the corresponding 2-functionalized product in up to a 74% isolated yield. The transformation can also be accomplished with alternative nitrogen containing heterocycles, including quinolines, pyrimidines, and pyrazines. To expand the scope of the transformation, diisopropyl ether can be used as the reaction medium to allow for the use of solid thioether substrates.

7.
ACS Biomater Sci Eng ; 4(3): 942-951, 2018 Mar 12.
Article in English | MEDLINE | ID: mdl-33418776

ABSTRACT

Silk nanoparticles are viewed as promising vectors for intracellular drug delivery as they can be taken up into cells by endocytosis and trafficked to lysosomes, where lysosomal enzymes and the low pH trigger payload release. However, the subsequent degradation of the silk nanoparticles themselves still requires study. Here, we report the responsiveness of native and PEGylated silk nanoparticles to degradation following exposure to proteolytic enzymes (protease XIV and α-chymotrypsin) and papain, a cysteine protease. Both native and PEGylated silk nanoparticles showed similar degradation behavior over a 20 day exposure period (degradation rate: protease XIV > papain ≫ α-chymotrypsin). Within 1 day, the silk nanoparticles were rapidly degraded by protease XIV, resulting in a ∼50% mass loss, an increase in particle size, and a reduction in the amorphous content of the silk secondary structure. By contrast, 10 days of papain treatment was necessary to observe any significant change in nanoparticle properties, and α-chymotrypsin treatment had no effect on silk nanoparticle characteristics over the 20-day study period. Silk nanoparticles were also exposed ex vivo to mammalian lysosomal enzyme preparations to mimic the complex lysosomal microenvironment. Preliminary results indicated a 45% reduction in the silk nanoparticle size over a 5-day exposure. Overall, the results demonstrate that silk nanoparticles undergo enzymatic degradation, but the extent and kinetics are enzyme-specific.

8.
J Chem Inf Model ; 57(8): 1807-1815, 2017 08 28.
Article in English | MEDLINE | ID: mdl-28666389

ABSTRACT

Reported here is a rational approach for the selection of solvents intended for use in physical form screening based on a novel chemoinformatics analysis of solvent properties. A comprehensive assessment of eight clustering methods was carried out on a series of 94 solvents described by calculated molecular descriptors using the clusterSim package in R. The effectiveness of clustering methods was evaluated using a range of statistical measures as well as increasing efficiency of solid form discovery using a cluster-based solvent selection approach. Multidimensional scaling was used to illustrate cluster analysis on a two-dimensional solvent map. The map presented here is a valuable tool to aid efficient solvent selection in physical form screens. This tool is equally applicable to any scientific area which requires a solubility dependent decision on solvent choice.


Subject(s)
Informatics/methods , Small Molecule Libraries/chemistry , Solvents/chemistry , Models, Molecular , Molecular Conformation
9.
Adv Healthc Mater ; 6(14)2017 Jul.
Article in English | MEDLINE | ID: mdl-28544603

ABSTRACT

Monitoring macrophage metabolism in response to nanoparticle exposure provides new insights into biological outcomes, such as inflammation or toxicity, and supports the design of tailored nanomedicines. This paper describes the metabolic signature of macrophages exposed to nanoparticles ranging in diameter from 100 to 125 nm and made from silk, poly(lactic-co-glycolic acid) or silica. Nanoparticles of this size and type are currently at various stages of preclinical and clinical development for drug delivery applications. 1 H NMR analysis of cell extracts and culture media is used to quantify the changes in the intracellular and extracellular metabolomes of macrophages in response to nanoparticle exposure. Increased glycolytic activity, an altered tricarboxylic acid cycle, and reduced ATP generation are consistent with a proinflammatory phenotype. Furthermore, amino acids possibly arising from autophagy, the creatine kinase/phosphocreatine system, and a few osmolytes and antioxidants emerge as important players in the metabolic reprogramming of macrophages exposed to nanoparticles. This metabolic signature is a common response to all nanoparticles tested; however, the direction and magnitude of some variations are clearly nanoparticle specific, indicating material-induced biological specificity. Overall, metabolic reprogramming of macrophages can be achieved with nanoparticle treatments, modulated through the choice of the material, and monitored using 1 H NMR metabolomics.


Subject(s)
Lactic Acid/chemistry , Macrophages/metabolism , Nanoparticles/chemistry , Polyglycolic Acid/chemistry , Silicon Dioxide/chemistry , Silk/chemistry , Adenosine Triphosphate/metabolism , Animals , Metabolomics/methods , Mice , Particle Size , Polylactic Acid-Polyglycolic Acid Copolymer , RAW 264.7 Cells
10.
J Vis Exp ; (116)2016 10 08.
Article in English | MEDLINE | ID: mdl-27768078

ABSTRACT

Silk is a promising biopolymer for biomedical and pharmaceutical applications due to its outstanding mechanical properties, biocompatibility and biodegradability, as well its ability to protect and subsequently release its payload in response to a trigger. While silk can be formulated into various material formats, silk nanoparticles are emerging as promising drug delivery systems. Therefore, this article covers the procedures for reverse engineering silk cocoons to yield a regenerated silk solution that can be used to generate stable silk nanoparticles. These nanoparticles are subsequently characterized, drug loaded and explored as a potential anticancer drug delivery system. Briefly, silk cocoons are reverse engineered first by degumming the cocoons, followed by silk dissolution and clean up, to yield an aqueous silk solution. Next, the regenerated silk solution is subjected to nanoprecipitation to yield silk nanoparticles - a simple but powerful method that generates uniform nanoparticles. The silk nanoparticles are characterized according to their size, zeta potential, morphology and stability in aqueous media, as well as their ability to entrap a chemotherapeutic payload and kill human breast cancer cells. Overall, the described methodology yields uniform silk nanoparticles that can be readily explored for a myriad of applications, including their use as a potential nanomedicine.


Subject(s)
Drug Delivery Systems , Nanoparticles , Silk , Breast Neoplasms/therapy , Humans , Pharmaceutical Preparations
11.
J Phys Chem B ; 118(14): 4044-51, 2014 Apr 10.
Article in English | MEDLINE | ID: mdl-24650085

ABSTRACT

This article details the exploration of perdeuterated acrylic acid at high pressure using neutron diffraction. The structural changes that occur in acrylic acid-d4 are followed via diffraction and rationalized using the Pixel method. Acrylic acid undergoes a reconstructive phase transition to a new phase at ∼ 0.8 GPa and remains molecular to 7.2 GPa before polymerizing on decompression to ambient pressure. The resulting product is analyzed via Raman and FT-IR spectroscopy and differential scanning calorimetry and found to possess a different molecular structure compared with polymers produced via traditional routes.


Subject(s)
Acrylates/chemistry , Neutron Diffraction , Calorimetry, Differential Scanning , Crystallography, X-Ray , Molecular Conformation , Phase Transition , Pressure , Spectroscopy, Fourier Transform Infrared , Spectrum Analysis, Raman
12.
Thorax ; 69(11): 1056-8, 2014 Nov.
Article in English | MEDLINE | ID: mdl-24430175

ABSTRACT

Retrospective prescribing data were obtained from 46 general practice surgeries in NHS Scotland. Patients with asthma who were naïve to previous long-acting ß agonist therapy and initiated combination inhaler therapy in 2008-2009 were classified according to the inhaled corticosteroid (ICS) dose in their combination inhaler compared with the highest dose of ICS they received before initiation. Among the 685 patients (541 (79.0%) who had been prescribed an ICS previously), those originally on low-, medium- or high-dose ICS were changed to high-dose combination therapy in 122/250 (48.8%), 94/151 (62.3%) or 85/113 (75.2%) cases in each ICS dose category, respectively. These results suggest that evaluation of appropriate high-dose ICS prescribing in general practice is needed.


Subject(s)
Adrenergic beta-Agonists/administration & dosage , Asthma/drug therapy , Glucocorticoids/administration & dosage , Administration, Inhalation , Adult , Asthma/physiopathology , Delayed-Action Preparations/administration & dosage , Dose-Response Relationship, Drug , Drug Therapy, Combination , Female , Follow-Up Studies , Forced Expiratory Volume/drug effects , Humans , Male , Middle Aged , Nebulizers and Vaporizers , Retrospective Studies , Treatment Outcome
13.
Acta Crystallogr C ; 69(Pt 11): 1273-8, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24192171

ABSTRACT

The crystal structures of loxapine succinate [systematic name: 4-(2-chlorodibenzo[b,f][1,4]oxazepin-11-yl)-1-methylpiperazin-1-ium 3-carboxypropanoate], C18H19ClN3O(+)·C4H5O4(-), and loxapine succinate monohydrate {systematic name: bis[4-(2-chlorodibenzo[b,f][1,4]oxazepin-11-yl)-1-methylpiperazin-1-ium] succinate succinic acid dihydrate}, 2C18H19ClN3O(+)·C4H4O4(2-)·C4H6O4·2H2O, have been determined using X-ray powder diffraction and single-crystal X-ray diffraction, respectively. Fixed cell geometry optimization calculations using density functional theory confirmed that the global optimum powder diffraction derived structure also matches an energy minimum structure. The energy calculations proved to be an effective tool in locating the positions of the H atoms reliably and verifying the salt configuration of the structure determined from powder data. Crystal packing analysis of these structures revealed that the loxapine succinate structure is based on chains of protonated loxapine molecules while the monohydrate contains dispersion stabilized centrosymmetric dimers. Incorporation of water molecules within the crystal lattice significantly alters the molecular packing and protonation state of the succinic acid.


Subject(s)
Loxapine/chemistry , Water/chemistry , Computers, Molecular , Molecular Structure , Powder Diffraction , X-Ray Diffraction
14.
Prim Care Respir J ; 22(3): 290-5, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23797678

ABSTRACT

BACKGROUND: The British guideline on the management of asthma produced by the British Thoracic Society (BTS) and the Scottish Intercollegiate Guidelines Network (SIGN) describes five steps for the management of chronic asthma. Combination therapy of a long acting ß2-agonist (LABA) and an inhaled corticosteroid (ICS) is recommended as first-line therapy at step 3, although the dose of ICS at which to add a LABA is subject to debate. AIMS: To classify the inhaled therapy prescribed to patients with asthma in NHS Forth Valley according to two interpretations of the BTS/SIGN guideline and to evaluate the use of combination therapy in this population. METHODS: A retrospective analysis including patients from 46 general practitioner surgeries was conducted. Patients with physician diagnosed asthma were classified according to the BTS/SIGN guideline based on treatment prescribed during 2008. Patient characteristics were evaluated for the overall step classification, and specifically for therapy in step 3. RESULTS: 12,319 patients were included. Guideline interpretation resulted in a shift of 9.2% of patients (receiving medium-dose ICS alone) between steps 2 and 3. The largest proportion of patients (32.3%) was classified at step 4. Age, sex, smoking status, chronic obstructive pulmonary disease co-morbidity, and utilisation of short-acting ß2-agonists and oral corticosteroids all correlated with step; however, no differences in these characteristics were evident between low-dose combination therapy and medium-dose ICS alone at step 3. CONCLUSIONS: Further studies are needed to evaluate prescribing decisions in asthma. Guideline recommendations regarding the use of ICS dose escalation versus combination therapy need to be clarified relative to the published evidence.


Subject(s)
Adrenal Cortex Hormones/therapeutic use , Adrenergic beta-2 Receptor Agonists/therapeutic use , Asthma/drug therapy , Practice Guidelines as Topic , Practice Patterns, Physicians'/statistics & numerical data , Administration, Inhalation , Administration, Oral , Adult , Age Factors , Aged , Asthma/complications , Cohort Studies , Databases, Factual , Drug Therapy, Combination , Female , Guideline Adherence/statistics & numerical data , Humans , Male , Middle Aged , Pulmonary Disease, Chronic Obstructive/complications , Pulmonary Disease, Chronic Obstructive/drug therapy , Retrospective Studies , Sex Factors , Smoking , United Kingdom
15.
Chem Commun (Camb) ; 47(34): 9627-9, 2011 Sep 14.
Article in English | MEDLINE | ID: mdl-21796276

ABSTRACT

High-resolution STM imaging of the structures formed by carbamazepine molecules adsorbed onto a pseudo-ordered carbamazepine monolayer on Au(111) shows the formation of previously unreported 1-dimensional supramolecular assemblies.


Subject(s)
Carbamazepine/chemistry , Adsorption , Chemistry Techniques, Synthetic , Gold/chemistry , Temperature
16.
ACS Nano ; 4(9): 5061-8, 2010 Sep 28.
Article in English | MEDLINE | ID: mdl-20812687

ABSTRACT

Scanning tunneling microscopy (STM) has become a staple surface microscopy technique for a number of research fields ranging from semiconductor research to heterogeneous catalysis. Pharmaceutical compounds, however, remain largely unstudied. Here we report the first STM study of carbamazepine (CBZ), an anti-epileptic drug, on Au(111) and Cu(111) surfaces. The analysis reveals that CBZ adopts unusual chiral molecular architectures on both metals. These previously unreported structures, which are strikingly different from CBZ packing arrangements observed in 3D crystal structures, indicate that the main molecular architecture is driven by a combination of CBZ intermolecular hydrogen bonding and metal-CBZ interactions. Comparison of the 2D molecular structures reveals large differences in local geometry and packing density that are dependent on the nature of the metal surface. These results have implications for the potential role of metal surfaces as heteronuclei or templating agents for controlling polymorph formation, which continues to be a problem for many compounds in the pharmaceutical industry including CBZ.


Subject(s)
Carbamazepine/chemistry , Copper/chemistry , Gold/chemistry , Microscopy, Scanning Tunneling , Models, Molecular , Molecular Conformation , Polymerization , Stereoisomerism , Surface Properties
17.
Drug Discov Today ; 15(15-16): 679-83, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20547242

ABSTRACT

Drug discovery in universities is usually associated with research on drug targets and mechanisms, but more recently there have been efforts to progress from target studies to proof of concept by applying commercially focussed medicinal chemistry. This creates more opportunities for novel interactions and partnering models between academic groups and pharmaceutical companies. We present a review of coordinated, multi-institutional drug discovery operations within academia that are engaging with industry nationally and internationally and describe how the Drug Discovery Portal at the University of Strathclyde enhances the possibilities for academic drug discovery.


Subject(s)
Chemistry, Pharmaceutical/methods , Drug Design , Drug Discovery/methods , Cooperative Behavior , Drug Delivery Systems , Drug Industry/organization & administration , Pharmaceutical Preparations/chemistry , Research Design , Scotland , Universities
18.
J R Soc Interface ; 7 Suppl 4: S423-33, 2010 Aug 06.
Article in English | MEDLINE | ID: mdl-20519214

ABSTRACT

Selecting polymers for drug encapsulation in pharmaceutical formulations is usually made after extensive trial and error experiments. To speed up excipient choice procedures, we have explored coarse-grained computer simulations (dissipative particle dynamics (DPD) and coarse-grained molecular dynamics using the MARTINI force field) of polymer-drug interactions to study the encapsulation of prednisolone (log p = 1.6), paracetamol (log p = 0.3) and isoniazid (log p = -1.1) in poly(L-lactic acid) (PLA) controlled release microspheres, as well as the encapsulation of propofol (log p = 4.1) in bioavailability enhancing quaternary ammonium palmitoyl glycol chitosan (GCPQ) micelles. Simulations have been compared with experimental data. DPD simulations, in good correlation with experimental data, correctly revealed that hydrophobic drugs (prednisolone and paracetamol) could be encapsulated within PLA microspheres and predicted the experimentally observed paracetamol encapsulation levels (5-8% of the initial drug level) in 50 mg ml(-1) PLA microspheres, but only when initial paracetamol levels exceeded 5 mg ml(-1). However, the mesoscale technique was unable to model the hydrophilic drug (isoniazid) encapsulation (4-9% of the initial drug level) which was observed in experiments. Molecular dynamics simulations using the MARTINI force field indicated that the self-assembly of GCPQ is rapid, with propofol residing at the interface between micellar hydrophobic and hydrophilic groups, and that there is a heterogeneous distribution of propofol within the GCPQ micelle population. GCPQ-propofol experiments also revealed a population of relatively empty and drug-filled GCPQ particles.


Subject(s)
Chemistry, Pharmaceutical , Pharmaceutical Preparations/chemistry , Polymers/chemistry , Biological Availability , Chitosan/chemistry , Dosage Forms , Excipients , Hydrophobic and Hydrophilic Interactions , Lactic Acid/chemistry , Micelles , Microspheres , Molecular Dynamics Simulation
19.
Curr Pharm Des ; 16(15): 1697-702, 2010 May.
Article in English | MEDLINE | ID: mdl-20222856

ABSTRACT

The Drug Discovery Portal (DDP) is a research initiative based at the University of Strathclyde in Glasgow, Scotland. It was initiated in 2007 by a group of researchers with expertise in virtual screening. Academic research groups in the university working in drug discovery programmes estimated there was a historical collection of physical compounds going back 50 years that had never been adequately catalogued. This invaluable resource has been harnessed to form the basis of the DDP library, and has attracted a high-percentage uptake from the Universities and Research Groups internationally. Its unique attributes include the diversity of the academic database, sourced from synthetic, medicinal and phytochemists working an academic laboratories and the ability to link biologists with appropriate chemical expertise through a target-matching virtual screening approach, and has resulted in seven emerging hit development programmes between international contributors.


Subject(s)
Drug Discovery/methods , Databases, Factual , Drug Design , Drug Discovery/education , Molecular Structure , Research Design , Scotland , Technology, Pharmaceutical/education , Universities
20.
Expert Opin Drug Discov ; 5(6): 559-68, 2010 Jun.
Article in English | MEDLINE | ID: mdl-22823167

ABSTRACT

IMPORTANCE TO THE FIELD: Natural products are the most consistently successful source of drug leads, both historically and currently. Despite this, the use of natural products in industrial drug discovery has fallen out of favour. Natural products are likely to continue to be sources of new commercially viable drug leads because the chemical novelty associated with natural products is higher than that of any other source: this is particularly important when searching for lead molecules against newly discovered targets for which there are no known small molecule leads. Areas to be covered: Current drug discovery strategies involving natural products are described in three sections: developments from traditionally used medicines, random testing of natural compounds on biological assays and use of virtual screening techniques with structures of natural products. WHAT THE READER WILL GAIN: The reader will gain an insight into the potential for natural products in current drug discovery paradigms, particularly in the value of using natural products in virtual screening approaches. TAKE HOME MESSAGE: Drug discovery would be enriched if fuller use was made of the chemistry of natural products.

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