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1.
Bioorg Chem ; 153: 107789, 2024 Sep 03.
Artículo en Inglés | MEDLINE | ID: mdl-39250850

RESUMEN

Recently, P218, a new flexible antifolate targeting Plasmodium falciparum dihydrofolate reductase (PfDHFR), has entered its clinical trial with good safety profile and effective Pf infection prevention. However, it carries a free carboxyl terminal, which is hydrophilic and prone to metabolic glucuronidation. Here, a new series of P218 analogues carrying butyrolactone has been synthesized with the purpose of enhancing lipophilicity and minimizing metabolic instability. The inhibition constants against the mutant PfDHFR enzymes are in sub-nanomolar level and the antimalarial activity against antifolate-resistant parasites are in the low micromolar range. The crystal structure of the most potent analogue LA1 bound enzyme complex indicates interaction with multiple residues, including Arg122 and Phe116 in the active site. In vitro log D7.4 and kinetic solubility confirmed a higher lipophilicity of this butyrolactone series as compared to P218. These outcomes suggest the possibility to further develop butyrolactone derivatives as non-carboxyl antiplasmodial antifolates.

2.
Int J Nanomedicine ; 19: 9411-9435, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39282578

RESUMEN

Introduction: Sonneratia alba extract exhibits antimalarial activity, mainly due to its secondary metabolites-naphthoquinones, flavonoids, tannins, and saponins-where naphthoquinone is the primary active component. However, its low bioavailability limits its effectiveness. To improve this, a phytosome-based vesicular system was proposed. This study focused on formulating a phytosome with S. alba and developing a predictive model to enhance its antimalarial activity. Methods: Phytosomes were produced using antisolvent precipitation and optimized with 3-factor, 3-level Box-behnken model. Particle size, zeta potential, and entrapment efficiency were assessed. The optimized phytosomes were characterized by their physical properties and release profiles. Their antimalarial activity was tested in white BALB/c mice infected with Plasmodium berghei using Peter's 4-day suppressive test. Results: The optimal phytosome formulation used a phospholipid-to-extract ratio of 1:3, reflux temperature of 50°C, and a duration of 2.62 hours. The phytosomes had a particle size of 471.8 nm, a zeta potential of -54.1 mV, and an entrapment efficiency (EE) of 82.4%. In contrast, the phytosome-fraction showed a particle size of 233.4 nm, a zeta potential of -61.5 mV, and an EE of 87.08%. TEM analysis confirmed both had a spherical shape. In vitro release rates at 24 hours were 86.2 for the phytosome-extract and 95.9% for the phytosome-fraction, compared to 46.9% and 37.7% for the extract and fraction alone. Overall, the phytosome formulation demonstrated good stability. The actual experimental values closely matched the predicted values from the Box-Behnken model, indicating a high degree of accuracy in the model. Additionally, the phytosomes exhibited significantly greater antimalarial activity than the S. alba extract and fraction alone. Conclusion: The findings indicated that the vesicular formulation in phytosomes can enhance the antimalarial activity of S. alba extract and fraction.


Asunto(s)
Antimaláricos , Malaria , Ratones Endogámicos BALB C , Tamaño de la Partícula , Extractos Vegetales , Plasmodium berghei , Antimaláricos/farmacología , Antimaláricos/química , Antimaláricos/farmacocinética , Animales , Malaria/tratamiento farmacológico , Plasmodium berghei/efectos de los fármacos , Extractos Vegetales/química , Extractos Vegetales/farmacología , Extractos Vegetales/farmacocinética , Ratones , Liberación de Fármacos , Composición de Medicamentos/métodos
3.
Malar J ; 23(1): 283, 2024 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-39289709

RESUMEN

BACKGROUND: Cardiovascular events following anti-malarial treatment are reported infrequently; only a few studies have reported adverse outcomes. This case presentation emphasizes cardiological assessment of Brugada syndrome, presenting as life-threatening arrhythmia during anti-malarial treatment. Without screening and untreated, this disease may lead to sudden cardiac death. CASE PRESENTATION: This is a case of 23-year-old male who initially presented with palpitations followed by syncope and shortness of breath with a history of malaria. He had switched treatment from quinine to dihydroartemisinin-piperaquine (DHP). Further investigations revealed the ST elevation electrocardiogram pattern typical of Brugada syndrome, confirmed with flecainide challenge test. Subsequently, anti-malarial treatment was stopped and an Implantable Cardioverter Defibrillator (ICD) was inserted. CONCLUSIONS: Another possible cause of arrhythmic events happened following anti-malarial consumption. This case highlights the possibility of proarrhytmogenic mechanism of malaria infection and anti-malarial drug resulting in typical manifestations of Brugada syndrome.


Asunto(s)
Antimaláricos , Artemisininas , Síndrome de Brugada , Quinolinas , Humanos , Masculino , Antimaláricos/uso terapéutico , Antimaláricos/efectos adversos , Artemisininas/uso terapéutico , Artemisininas/efectos adversos , Adulto Joven , Quinolinas/uso terapéutico , Quinolinas/efectos adversos , Malaria/tratamiento farmacológico , Malaria/complicaciones , Electrocardiografía , Piperazinas
4.
Int J Mol Sci ; 25(17)2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39273572

RESUMEN

Chalcones have been utilized for centuries as foods and medicines across various cultures and traditions worldwide. This paper concisely overviews their biosynthesis as specialized metabolites in plants and their significance, potential, efficacy, and possibility as future medicines. This is followed by a more in-depth exploration of naturally occurring chalcones and their corresponding mechanisms of action in human bodies. Based on their mechanisms of action, chalcones exhibit many pharmacological properties, including antioxidant, anti-inflammatory, anticancer, antimalarial, antiviral, and antibacterial properties. Novel naturally occurring chalcones are also recognized as potential antidiabetic drugs, and their effect on the GLUT-4 transporter is investigated. In addition, they are examined for their anti-inflammatory effects, focusing on chalcones used for future pharmaceutical utilization. Chalcones also bind to specific receptors and toxins that prevent bacterial and viral infections. Chalcones exhibit physiological protective effects on the biological degradation of different systems, including demyelinating neurodegenerative diseases and preventing hypertension or hyperlipidemia. Chalcones that are/were in clinical trials have been included as a separate section. By revealing the many biological roles of chalcones and their impact on medicine, this paper underlines the significance of naturally occurring chalcones and their extension to patient care, providing the audience with an index of topic-relevant information.


Asunto(s)
Chalconas , Chalconas/farmacología , Chalconas/química , Humanos , Ensayos Clínicos como Asunto , Animales , Antiinflamatorios/farmacología , Antiinflamatorios/química , Antiinflamatorios/uso terapéutico , Antioxidantes/farmacología , Antioxidantes/química , Hipoglucemiantes/farmacología , Hipoglucemiantes/química , Hipoglucemiantes/uso terapéutico , Productos Biológicos/farmacología , Productos Biológicos/química , Productos Biológicos/uso terapéutico
5.
Eur J Med Chem ; 278: 116796, 2024 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-39241483

RESUMEN

To achieve malaria eradication, new preventative agents that act differently to front-line treatment drugs are needed. To identify potential chemoprevention starting points we screened a sub-set of the CSIRO Australia Compound Collection for compounds with slow-action in vitro activity against Plasmodium falciparum. This work identified N,N-dialkyl-5-alkylsulfonyl-1,3,4-oxadiazol-2-amines as a new antiplasmodial chemotype (e.g., 1 96 h IC50 550 nM; 3 96 h IC50 160 nM) with a different action to delayed-death slow-action drugs. A series of analogues were synthesized from thiotetrazoles and carbomoyl derivatives using Huisgen 1,3,4-oxadiazole synthesis followed by oxidation of the resultant thioethers to target sulfones. Structure activity relationship analysis of analogues identified compounds with potent and selective in vitro activity against drug-sensitive and multi-drug resistant Plasmodium parasites (e.g., 31 and 32 96 h IC50 <40 nM; SI > 2500). Subsequent studies in mice with compound 1, which had the best microsomal stability of the compounds assessed (T1/2 >255 min), demonstrated rapid clearance and poor oral in vivo efficacy in a P. berghei murine malaria model. These data indicate that while N,N-dialkyl-5-alkylsulfonyl-1,3,4-oxadiazol-2-amines are a novel class of slow-acting antiplasmodial agents, the further development of this chemotype for malaria chemoprophylaxis will require pharmacokinetic profile improvements.


Asunto(s)
Antimaláricos , Oxadiazoles , Plasmodium falciparum , Oxadiazoles/química , Oxadiazoles/farmacología , Oxadiazoles/síntesis química , Plasmodium falciparum/efectos de los fármacos , Antimaláricos/farmacología , Antimaláricos/química , Antimaláricos/síntesis química , Animales , Relación Estructura-Actividad , Ratones , Pruebas de Sensibilidad Parasitaria , Estructura Molecular , Relación Dosis-Respuesta a Droga , Descubrimiento de Drogas , Humanos , Malaria Falciparum/tratamiento farmacológico
6.
Future Microbiol ; : 1-15, 2024 Sep 05.
Artículo en Inglés | MEDLINE | ID: mdl-39235058

RESUMEN

Aim: To assess the functional relevance of a putative Major Facilitator Superfamily protein (PF3D7_0210300; 'PfMFSDT') as a drug transporter, using Candida glabrata for orthologous protein expression.Methods: Complementary Determining Sequence encoding PfMFSDT was integrated into the genome of genetically engineered C. glabrata strain MSY8 via homologous recombination, followed by assessing its functional relevance as a drug transporter.Results & conclusion: The modified C. glabrata strain exhibited plasma membrane localization of PfMFSDT and characteristics of an Major Facilitator Superfamily transporter, conferring resistance to antifungals, ketoconazole and itraconazole. The nanomolar inhibitory effects of the drugs on the intra-erythrocytic growth of Plasmodium falciparum highlight their antimalarial properties. This study proposes PfMFSDT as a drug transporter, expanding the repertoire of the currently known antimalarial 'resistome'.


[Box: see text].

7.
Bioorg Chem ; 153: 107754, 2024 Aug 30.
Artículo en Inglés | MEDLINE | ID: mdl-39241585

RESUMEN

Malaria remains a severe global health concern, with 249 million cases reported in 2022, according to the World Health Organization (WHO) [1]. PfDHODH is an essential enzyme in malaria parasites that helps to synthesize certain building blocks for their growth and development. It has been confirmed that targeting Plasmodium falciparum dihydroorotate dehydrogenase (PfDHODH) enzyme could lead to new and effective antimalarial drugs. Inhibitors of PfDHODH have shown potential for slowing down parasite growth during both the blood and liver stages. Over the last two decades, many species selective PfDHODH inhibitors have been designed, including DSM compounds and other non-DSM compounds. In the first chapter [2] of this review, we have reviewed all synthetic schemes and structure-activity relationship (SAR) studies of DSM compounds. In this second chapter, we have compiled all the other non-DSM PfDHODH inhibitors based on dihydrothiophenones, thiazoles, hydroxyazoles, and N-alkyl-thiophene-2-carboxamides. The review not only offers an insightful overview of the synthetic methods employed but also explores into alternative routes and innovative strategies involving different catalysts and chemical reagents. A critical aspect covered in the review is the SAR studies, which provide a comprehensive understanding of how structural modifications impact the efficacy of PfDHODH inhibitors and challenges related to the discovery of PfDHODH inhibitors. This information is invaluable for scientists engaged in the development of new antimalarial drugs, offering insights into the most promising scaffolds and their synthetic techniques.

8.
Trop Life Sci Res ; 35(2): 167-185, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39234468

RESUMEN

The antimalarial properties of crude extracts from Quercus infectoria galls were investigated through bioassay-guided fractionation. Acetone (QIA) and methanol (QIM) crude extracts have been reported to have promising antimalarial activity against Plasmodium falciparum (3D7 strain). These extracts were subjected to fractionation using automated preparative high-performance liquid chromatography (prep-HPLC) to identify the most active fractions. Nine fractions were isolated from each extract, of which the fractions QIA11 and QIM16 showed antimalarial activity, with IC50 values of 17.65 ± 1.82 µg/mL and 24.21 ± 1.88 µg/mL, respectively. In comparison, the standard antimalarial drug artemisinin has an IC50 value of 0.004 ± 0.001 µg/mL). Through high-resolution liquid chromatography coupled with mass spectrometry (HR-LCMS) analysis of the fractions, four known compounds were successfully identified: gallic acid, ellagic acid, 1,3,6-tris-o-(3,4,5-trihydroxybenzoyl)-beta-d-glucose and 1-O,6-O-digalloyl-beta-D-glucose.

9.
Antimicrob Agents Chemother ; : e0079324, 2024 Sep 10.
Artículo en Inglés | MEDLINE | ID: mdl-39254294

RESUMEN

Plasmodium parasite resistance to antimalarial drugs is a serious threat to public health in malaria-endemic areas. Compounds that target core cellular processes like translation are highly desirable, as they should be capable of killing parasites in their liver and blood stage forms, regardless of molecular target or mechanism. Assays that can identify these compounds are thus needed. Recently, specific quantification of native Plasmodium berghei liver stage protein synthesis, as well as that of the hepatoma cells supporting parasite growth, was achieved via automated confocal feedback microscopy of the o-propargyl puromycin (OPP)-labeled nascent proteome, but this imaging modality is limited in throughput. Here, we developed and validated a miniaturized high content imaging (HCI) version of the OPP assay that increases throughput, before deploying this approach to screen the Pathogen Box. We identified only two hits; both of which are parasite-specific quinoline-4-carboxamides, and analogs of the clinical candidate and known inhibitor of blood and liver stage protein synthesis, DDD107498/cabamiquine. We further show that these compounds have strikingly distinct relationships between their antiplasmodial and translation inhibition efficacies. These results demonstrate the utility and reliability of the P. berghei liver stage OPP HCI assay for the specific, single-well quantification of Plasmodium and human protein synthesis in the native cellular context, allowing the identification of selective Plasmodium translation inhibitors with the highest potential for multistage activity.

10.
Antimicrob Agents Chemother ; : e0074624, 2024 Sep 12.
Artículo en Inglés | MEDLINE | ID: mdl-39264187

RESUMEN

A revamped in vitro compound identification and activity profiling approach is required to meet the large unmet need for new anti-malarial drugs to combat parasite drug resistance. Although compound hit identification utilizing high-throughput screening of large compound libraries is well established, the ability to rapidly prioritize such large numbers for further development is limited. Determining the speed of action of anti-malarial drug candidates is a vital component of malaria drug discovery, which currently occurs predominantly in lead optimization and development. This is due in part to the capacity of current methods which have low throughput due to the complexity and labor intensity of the approaches. Here, we provide an adaptable screening paradigm utilizing automated high content imaging, including the development of an automated schizont maturation assay, which collectively can identify anti-malarial compounds, classify activity into fast and slow acting, and provide an indication of the parasite stage specificity, with high-throughput capability. By frontloading these critical biological parameters much earlier in the drug discovery pipeline, it has the potential to reduce lead compound attrition rates later in the development process. The capability of the approach in its alternative formats is demonstrated using three Medicines for Malaria Venture open access compound "boxes," namely Pathogen Box (malaria set-125 compounds), Global Health Priority Box [Malaria Box 2 (80 compounds) and zoonotic neglected diseases (80 compounds)], and the Pandemic Response Box (400 compounds). From a total of 685 compounds tested, 79 were identified as having fast ring-stage-specific activity comparable to that of artemisinin and therefore of high priority for further consideration and development.

11.
Bioorg Med Chem Lett ; 113: 129947, 2024 Sep 07.
Artículo en Inglés | MEDLINE | ID: mdl-39245150

RESUMEN

Previously, we successfully introduced laeA gene into a fungal strain in order to significantly increase the production of a bioactive compound, allowing use to discover novel biological activity. To demonstrate the universal applicability of the laeA gene introduction strategy for taping the potential of fungal secondary metabolism, in this present study, we created a library of microorganisms which we had the laeA gene inserted, and from that library we aimed to isolate compounds which are produced at significantly greater quantities compared to the respective wild type strains. From this investigation, we were able to isolate sclerotinin A (1) from Pochonia sp. KTF-0504 strain. We revealed that 1 showed anti-malarial activity against Plasmodium falciparum parasite strains. On the other hands, 1 showed no anti-fungal activity against multidrug-sensitive budding yeast. Our study implies that the utilization of the laeA gene in fungi is a versatile method for the discovery of drug candidates.

12.
J Biomater Sci Polym Ed ; : 1-17, 2024 Sep 01.
Artículo en Inglés | MEDLINE | ID: mdl-39217616

RESUMEN

Primaquine (PQ) is a widely used antimalarial drug, but its high dosage requirements can lead to significant tissue damage and adverse gastrointestinal and hematological effects. Recent studies have shown that nanoformulations can enhance the bioavailability of pharmaceuticals, thereby increasing efficacy, reducing dosing frequency, and minimizing toxicity. In this study, PQ-loaded PLGA nanoparticles (PQ-NPs) were prepared using a modified double emulsion solvent evaporation technique (w/o/w). The PQ-NPs exhibited a mean particle size of 228 ± 2.6 nm, a zeta potential of +27.4 mV, and an encapsulation efficiency of 81.3 ± 3.5%. Scanning electron microscopy (SEM) confirmed their spherical morphology, and the in vitro release profile demonstrated continuous drug release over 72 h. Differential scanning calorimetry (DSC) thermograms indicated that the drug was present in the nanoparticles, with improved physical stability. Fourier-transform infrared spectroscopy (FTIR) analysis showed no interactions between the various substances in the NPs. In vivo studies in Swiss albino mice infected with Plasmodium berghei revealed that the nanoformulated PQ was 20% more effective than the standard oral dose. Biodistribution studies indicated that 80% of the NPs accumulated in the liver, highlighting their potential for targeted drug delivery. This research demonstrates the successful development of a nanomedicine delivery system for antimalarial drugs, offering a promising strategy to enhance treatment efficacy while reducing adverse effects.

13.
Int J Pharm ; : 124676, 2024 Sep 08.
Artículo en Inglés | MEDLINE | ID: mdl-39255876

RESUMEN

Over the last 15 years, a small number of paediatric artemisinin-based combination therapy products have been marketed. These included Riamet® and Coartem® dispersible tablets, a combination of artemether and lumefantrine, co-developed by the Medicines for Malaria Venture and Novartis. Disappointingly, patient compliance, requirement for high-fat meal, and sporadic drug dissolution behaviours following administration still result in considerable challenges for these products. The first and foremost barrier that needs addressed for successful delivery of the artemether/lumefantrine combination is the poor solubility of lumefantrine within the gastrointestinal fluids. In this work, amorphous solid dispersions of lumefantrine within Soluplus®-based matrices have been manufactured using hot melt extrusion as a potential formulation strategy to achieve enhanced dissolution and apparent solubility. The drug loading capacity of Soluplus® to accommodate amorphous lumefantrine, whilst ensuring improved in-vitro dissolution performance, was investigated. The extrusion process employed a variety of processing parameters, including various temperature profiles and different production scales. The influence of variation in extrusion conditions upon the physical stability of manufactured amorphous solid dispersions was also examined. This allowed for a greater understanding of the role of extrusion processing conditions on the performance of supersaturated amorphous solid dispersions during dissolution and storage. This may allow for the design and manufacture of drug enabled formulations with lower drug dosing and thus a lower risk of adverse effects.

14.
mBio ; : e0170824, 2024 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-39191404

RESUMEN

New and improved drugs are required for the treatment and ultimate eradication of malaria. The efficacy of front-line therapies is now threatened by emerging drug resistance; thus, new tools to support the development of drugs with a lower propensity for resistance are needed. Here, we describe the development of a RESistance Mapping And Profiling (ResMAP) platform for the identification of resistance-conferring mutations in Plasmodium drug targets. Proof-of-concept studies focused on interrogating the antimalarial drug target, Plasmodium falciparum lysyl tRNA synthetase (PfKRS). Saturation mutagenesis was used to construct a plasmid library encoding all conceivable mutations within a 20-residue span at the base of the PfKRS ATP-binding pocket. The superior transfection efficiency of Plasmodium knowlesi was exploited to generate a high coverage parasite library expressing PfKRS bearing all possible amino acid changes within this region of the enzyme. The selection of the library with PfKRS inhibitors, cladosporin and DDD01510706, successfully identified multiple resistance-conferring substitutions. Genetic validation of a subset of these mutations confirmed their direct role in resistance, with computational modeling used to dissect the structural basis of resistance. The application of ResMAP to inform the development of resistance-resilient antimalarials of the future is discussed. IMPORTANCE: An increase in treatment failures for malaria highlights an urgent need for new tools to understand and minimize the spread of drug resistance. We describe the development of a RESistance Mapping And Profiling (ResMAP) platform for the identification of resistance-conferring mutations in Plasmodium spp, the causative agent of malaria. Saturation mutagenesis was used to generate a mutation library containing all conceivable mutations for a region of the antimalarial-binding site of a promising drug target, Plasmodium falciparum lysyl tRNA synthetase (PfKRS). Screening of this high-coverage library with characterized PfKRS inhibitors revealed multiple resistance-conferring substitutions including several clinically relevant mutations. Genetic validation of these mutations confirmed resistance of up to 100-fold and computational modeling dissected their role in drug resistance. We discuss potential applications of this data including the potential to design compounds that can bypass the most serious resistance mutations and future resistance surveillance.

15.
Mini Rev Med Chem ; 2024 Aug 26.
Artículo en Inglés | MEDLINE | ID: mdl-39192639

RESUMEN

While the use of plants in traditional medicine dates back to 1500 B.C., modern advancements led to the development of innovative therapeutic techniques. On the other hand, in the field of anti-infective agents, lack of efficacy and the onset of resistance stimulate the search for novel agents. Genus Artemisia is one of the most diverse among perennial plants with a variety of species, properties, and chemical components. The genus is known for its therapeutic values and, in particular, for its role in the origin of antimalarial agents derived from artemisinin. In this review, we aim to provide an updated overview of the evolution of natural and natureinspired compounds related to the genus Artemisia that have been proven, in vitro and in vivo, to possess antimalarial properties. An overview of the chemical composition and a description of the ethnopharmacological aspects will be presented, as well as an updated report on in vitro and in vivo evidence that allowed the translation of artemisinin and its derivatives from traditional chemistry into modern medicinal chemistry. The biological and structural properties will be discussed, also dedicating attention to the challenging tasks that still are open, such as the identification of optimal combination strategies, the routes of administration, and the full assessment of the mechanism of action.

16.
Front Pharmacol ; 15: 1440116, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39185312

RESUMEN

Malaria is one of the most devastating diseases across the globe, particularly in low-income countries in Sub-Saharan Africa. The increasing incidence of malaria morbidity is mainly due to the shortcomings of preventative measures such as the lack of vaccines and inappropriate control over the parasite vector. Additionally, high mortality rates arise from therapeutic failures due to poor patient adherence and drug resistance development. Although the causative pathogen (Plasmodium spp.) is an intracellular parasite, the recommended antimalarial drugs show large volumes of distribution and low-to no-specificity towards the host cell. This leads to severe side effects that hamper patient compliance and promote the emergence of drug-resistant strains. Recent research efforts are promising to enable the discovery of new antimalarial agents; however, the lack of efficient means to achieve targeted delivery remains a concern, given the risk of further resistance development. New strategies based on green nanotechnologies are a promising avenue for malaria management due to their potential to eliminate malaria vectors (Anopheles sp.) and to encapsulate existing and emerging antimalarial agents and deliver them to different target sites. In this review we summarized studies on the use of plant-derived nanoparticles as cost-effective preventative measures against malaria parasites, starting from the vector stage. We also reviewed plant-based nanoengineering strategies to target malaria parasites, and further discussed the site-specific delivery of natural products using ligand-decorated nanoparticles that act through receptors on the host cells or malaria parasites. The exploration of traditionally established plant medicines, surface-engineered nanoparticles and the molecular targets of parasite/host cells may provide valuable insights for future discovery of antimalarial drugs and open new avenues for advancing science toward the goal of malaria eradication.

17.
ACS Infect Dis ; 10(9): 3358-3367, 2024 Sep 13.
Artículo en Inglés | MEDLINE | ID: mdl-39143042

RESUMEN

Toward repositioning the antitubercular clinical candidate SQ109 as an antimalarial, analogs were investigated for structure-activity relationships for activity against asexual blood stages of the human malaria parasite Plasmodium falciparum pathogenic forms, as well as transmissible, sexual stage gametocytes. We show that equipotent activity (IC50) in the 100-300 nM range could be attained for both asexual and sexual stages, with the activity of most compounds retained against a multidrug-resistant strain. The multistage activity profile relies on high lipophilicity ascribed to the adamantane headgroup, and antiplasmodial activity is critically dependent on the diamine linker. Frontrunner compounds showed conserved activity against genetically diverse southern African clinical isolates. We additionally validated that this series could block transmission to mosquitoes, marking these compounds as novel chemotypes with multistage antiplasmodial activity.


Asunto(s)
Adamantano , Antimaláricos , Antituberculosos , Plasmodium falciparum , Plasmodium falciparum/efectos de los fármacos , Antimaláricos/farmacología , Antimaláricos/química , Humanos , Relación Estructura-Actividad , Antituberculosos/farmacología , Antituberculosos/química , Adamantano/farmacología , Adamantano/química , Adamantano/análogos & derivados , Animales , Malaria Falciparum/tratamiento farmacológico , Malaria Falciparum/parasitología , Concentración 50 Inhibidora , Etilenodiaminas
18.
Eur J Med Chem ; 277: 116776, 2024 Nov 05.
Artículo en Inglés | MEDLINE | ID: mdl-39173285

RESUMEN

Malaria remains a significant global health challenge due to the growing drug resistance of Plasmodium parasites and the failure to block transmission within human host. While machine learning (ML) and deep learning (DL) methods have shown promise in accelerating antimalarial drug discovery, the performance of deep learning models based on molecular graph and other co-representation approaches warrants further exploration. Current research has overlooked mutant strains of the malaria parasite with varying degrees of sensitivity or resistance, and has not covered the prediction of inhibitory activities across the three major life cycle stages (liver, asexual blood, and gametocyte) within the human host, which is crucial for both treatment and transmission blocking. In this study, we manually curated a benchmark antimalarial activity dataset comprising 407,404 unique compounds and 410,654 bioactivity data points across ten Plasmodium phenotypes and three stages. The performance was systematically compared among two fingerprint-based ML models (RF::Morgan and XGBoost:Morgan), four graph-based DL models (GCN, GAT, MPNN, and Attentive FP), and three co-representations DL models (FP-GNN, HiGNN, and FG-BERT), which reveal that: 1) The FP-GNN model achieved the best predictive performance, outperforming the other methods in distinguishing active and inactive compounds across balanced, more positive, and more negative datasets, with an overall AUROC of 0.900; 2) Fingerprint-based ML models outperformed graph-based DL models on large datasets (>1000 compounds), but the three co-representations DL models were able to incorporate domain-specific chemical knowledge to bridge this gap, achieving better predictive performance. These findings provide valuable guidance for selecting appropriate ML and DL methods for antimalarial activity prediction tasks. The interpretability analysis of the FP-GNN model revealed its ability to accurately capture the key structural features responsible for the liver- and blood-stage activities of the known antimalarial drug atovaquone. Finally, we developed a web server, MalariaFlow, incorporating these high-quality models for antimalarial activity prediction, virtual screening, and similarity search, successfully predicting novel triple-stage antimalarial hits validated through experimental testing, demonstrating its effectiveness and value in discovering potential multistage antimalarial drug candidates.


Asunto(s)
Antimaláricos , Aprendizaje Profundo , Descubrimiento de Drogas , Antimaláricos/farmacología , Antimaláricos/química , Humanos , Plasmodium/efectos de los fármacos , Fenotipo , Malaria/tratamiento farmacológico , Estructura Molecular , Pruebas de Sensibilidad Parasitaria
19.
Malar J ; 23(1): 249, 2024 Aug 19.
Artículo en Inglés | MEDLINE | ID: mdl-39160583

RESUMEN

BACKGROUND: Nigeria has the highest malaria burden globally, and anti-malarials have been commonly used to treat malaria without parasitological confirmation. In 2012, Nigeria implemented rapid diagnostic tests (RDTs) to reduce the use of anti-malarials for those without malaria and to increase the use of artemisinin-based combination therapy (ACT) for malaria treatment. This study examined changes in anti-malarial receipt among children aged 6-59 months during a 12-year period of increasing RDT availability. METHODS: A cross-sectional analysis was conducted using the Nigeria Malaria Indicator Survey (NMIS) data from 2010 (before RDT implementation in 2012), 2015, and 2021. The analysis assessed trends in prevalence of malaria by survey RDT result, and fever and anti-malarial/ACT receipt in the 2 weeks prior to the survey. A multivariable logistic regression was used to account for the complex survey design and to examine factors associated with anti-malarial receipt, stratified by survey RDT result, a proxy for recent/current malaria infection. RESULTS: In a nationally-representative, weighted sample of 22,802 children aged 6-59 months, fever prevalence remained stable over time, while confirmed malaria prevalence decreased from 51.2% in 2010 to 44.3% in 2015 and 38.5% in 2021 (trend test p < 0.0001). Anti-malarial use among these children decreased from 19% in 2010 to 10% in 2021 (trend test p < 0.0001), accompanied by an increase in ACT use (2% in 2010 to 8% in 2021; trend test p < 0.0001). Overall, among children who had experienced fever, 30.6% of survey RDT-positive and 36.1% of survey RDT-negative children had received anti-malarials. The proportion of anti-malarials obtained from the private sector increased from 61.8% in 2010 to 80.1% in 2021 for RDT-positive children; most of the anti-malarials received in 2021 were artemisinin-based combinations. Factors associated with anti-malarial receipt for both RDT-positive and RDT-negative children included geographic region, greater household wealth, higher maternal education, and older children. CONCLUSION: From 2010 to 2021 in Nigeria, both malaria prevalence and anti-malarial treatments among children aged 6-59 months decreased, as RDT availability increased. Among children who had fever in the prior 2 weeks, anti-malarial receipt was similar between children with either positive or negative survey RDT results, indicative of persistent challenges in reducing inappropriate anti-malarials uptake.


Asunto(s)
Antimaláricos , Pruebas Diagnósticas de Rutina , Malaria , Antimaláricos/uso terapéutico , Nigeria/epidemiología , Humanos , Lactante , Preescolar , Estudios Transversales , Femenino , Masculino , Malaria/tratamiento farmacológico , Malaria/epidemiología , Pruebas Diagnósticas de Rutina/estadística & datos numéricos , Prevalencia , Artemisininas/uso terapéutico
20.
ChemMedChem ; : e202400549, 2024 Aug 30.
Artículo en Inglés | MEDLINE | ID: mdl-39210733

RESUMEN

The emergence of resistance against current antimalarial treatments has necessitated the need for the development of novel antimalarial chemotypes. Toward this goal, we recently optimised the antimalarial activity of the dihydroquinazolinone scaffold and showed it targeted PfATP4. Here, we deconstruct the lactam moiety of the tricyclic dihydroquinazolinone scaffold and investigate the structure-activity relationship of the truncated scaffold. It was shown that SAR between scaffolds was largely transferrable and generated analogues with potent asexual stage activity. Evaluation of the truncated analogues against PfATP4 mutant drug resistant parasite strains and in assays measuring PfATP4-associated ATPase activity demonstrated retention of PfATP4 as the molecular target. Analogues exhibited activity against both male and female gametes and multidrug resistant parasites. Limited efficacy of analogues in a P. berghei asexual stage mouse model was attributed to their moderate metabolic stability and low aqueous stability. Further development is required to address these attributes toward the potential use of the dihydroquinazolinone class in a curative and transmission blocking combination antimalarial therapy.

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