14 research outputs found
Exploring a Tetrahydroquinoline Antimalarial Hit from the Medicines for Malaria Pathogen Box and Identification of its Mode of Resistance as PfeEF2
New antimalarial treatments with novel mechanism of action are needed to tackle Plasmodium falciparum infections that are resistant to first-line therapeutics. Here we report the exploration of MMV692140 ( 2 ) from the Pathogen Box, a collection of 400 compounds that was made available by Medicines for Malaria Venture (MMV) in 2015. Compound 2 was profiled in in vitro models of malaria and was found to be active against multiple life-cycle stages of Plasmodium parasites. The mode of resistance, and putatively its mode of action, was identified as Plasmodium falciparum translation elongation factor 2 ( Pf eEF2), which is responsible for the GTP-dependent translocation of the ribosome along mRNA. The compound maintains activity against a series of drug-resistant parasite strains. The structural motif of the tetrahydroquinoline ( 2 ) was explored in a chemistry program with its structure-activity relationships examined, resulting in the identification of an analog with 30-fold improvement of antimalarial asexual blood stage potency
Soil organic carbon models need independent time-series validation for reliable prediction
Numerical models are crucial to understand and/or predict past and future soil organic carbon dynamics. For those models aiming at prediction, validation is a critical step to gain confidence in projections. With a comprehensive review of ~250 models, we assess how models are validated depending on their objectives and features, discuss how validation of predictive models can be improved. We find a critical lack of independent validation using observed time series. Conducting such validations should be a priority to improve the model reliability. Approximately 60% of the models we analysed are not designed for predictions, but rather for conceptual understanding of soil processes. These models provide important insights by identifying key processes and alternative formalisms that can be relevant for predictive models. We argue that combining independent validation based on observed time series and improved information flow between predictive and conceptual models will increase reliability in predictions
Generation of a mutator parasite to drive resistome discovery in Plasmodium falciparum
In vitro evolution of drug resistance is a powerful approach for identifying antimalarial targets, however, key obstacles to eliciting resistance are the parasite inoculum size and mutation rate. Here we sought to increase parasite genetic diversity to potentiate resistance selections by editing catalytic residues of Plasmodium falciparum DNA polymerase ÎŽ. Mutation accumulation assays reveal a ~5â8 fold elevation in the mutation rate, with an increase of 13â28 fold in drug-pressured lines. Upon challenge with the spiroindolone PfATP4-inhibitor KAE609, high-level resistance is obtained more rapidly and at lower inocula than wild-type parasites. Selections also yield mutants with resistance to an âirresistibleâ compound, MMV665794 that failed to yield resistance with other strains. We validate mutations in a previously uncharacterised gene, PF3D7_1359900, which we term quinoxaline resistance protein (QRP1), as causal for resistance to MMV665794 and a panel of quinoxaline analogues. The increased genetic repertoire available to this âmutatorâ parasite can be leveraged to drive P. falciparum resistome discovery
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Generation of a mutator parasite to drive resistome discovery in Plasmodium falciparum.
In vitro evolution of drug resistance is a powerful approach for identifying antimalarial targets, however, key obstacles to eliciting resistance are the parasite inoculum size and mutation rate. Here we sought to increase parasite genetic diversity to potentiate resistance selections by editing catalytic residues of Plasmodium falciparum DNA polymerase ÎŽ. Mutation accumulation assays reveal a ~5-8 fold elevation in the mutation rate, with an increase of 13-28 fold in drug-pressured lines. Upon challenge with the spiroindolone PfATP4-inhibitor KAE609, high-level resistance is obtained more rapidly and at lower inocula than wild-type parasites. Selections also yield mutants with resistance to an irresistible compound, MMV665794 that failed to yield resistance with other strains. We validate mutations in a previously uncharacterised gene, PF3D7_1359900, which we term quinoxaline resistance protein (QRP1), as causal for resistance to MMV665794 and a panel of quinoxaline analogues. The increased genetic repertoire available to this mutator parasite can be leveraged to drive P. falciparum resistome discovery
Soil organic carbon models need independent time-series validation for reliable prediction
International audienceAbstract Numerical models are crucial to understand and/or predict past and future soil organic carbon dynamics. For those models aiming at prediction, validation is a critical step to gain confidence in projections. With a comprehensive review of ~250 models, we assess how models are validated depending on their objectives and features, discuss how validation of predictive models can be improved. We find a critical lack of independent validation using observed time series. Conducting such validations should be a priority to improve the model reliability. Approximately 60% of the models we analysed are not designed for predictions, but rather for conceptual understanding of soil processes. These models provide important insights by identifying key processes and alternative formalisms that can be relevant for predictive models. We argue that combining independent validation based on observed time series and improved information flow between predictive and conceptual models will increase reliability in predictions
A model-based assessment of the soil C storage potential at the national scale: A case study from France
International audienceThe recent controversy about the 4 per 1000 initiative has emphasized the need for a quantitative assessment of the C storage potential of agricultural soils. Moreover a clear distinction is required between the biophysically and the economically achievable potentials. Here we used a modelling approach at a fine spatial-scale resolution (< 8 km2) to quantify the additional C storage in agricultural soils of mainland France following the implementation, when feasible, of a range of soil C storing practices (i.e. cover crops, reduced tillage, new C inputs, grazing instead of mowing,âŠ). The additional cost for farmers was also calculated, thus yielding the cost per Mg of additional C stored in soils. Results showed that the average additional C storage calculated over 30 years ranged between +0.028 and + 0.466 Mg C ha-1 yr-1 (i.e. between +0.5 and +7.2â°) for the different tested practices, with a very high spatial variability over France for each practice related to initial C stocks and pedo-climatic conditions. The storing practices where then ranked according to the cost of the additional C stored in soils (expressed in euro per Mg of C) and an optimal cost-efficient strategy was proposed at the national level
Stocker du carbone dans les sols français. Quel potentiel au regard de l'objectif 4 pour 1000 et à quel coût ?
L'initiative "4 pour mille : les sols pour la sĂ©curitĂ© alimentaire et le climat" propose d'augmenter chaque annĂ©e d'un quatre milliĂšme le stock de carbone prĂ©sent dans tous les sols du monde. Ă la demande de l'Ademe et du ministĂšre de l'Agriculture et de l'Alimentation, l'Inra (devenu aujourd'hui INRAE) a conduit une Ă©tude, centrĂ©e sur la France mĂ©tropolitaine, visant Ă estimer le potentiel de stockage de carbone des sols agricoles et forestiers et, in fine, Ă mesurer la contribution potentielle de ce levier Ă l'objectif de rĂ©duction des Ă©missions nettes de gaz Ă effet de serre. Diverses pratiques candidates (cultures intermĂ©diaires, apport de nouvelles ressources organiques, gestion des prairies, agroforesterieâŠ) ont Ă©tĂ© Ă©valuĂ©es. Les rĂ©sultats obtenus ont montrĂ© une forte variabilitĂ© du stockage additionnel de carbone. L'Ă©tude a Ă©galement permis d'estimer le coĂ»t supplĂ©mentaire, pour les agriculteurs, de mise en oeuvre de ces pratiques de stockage, puis une allocation de l'effort de stockage entre les pratiques et les rĂ©gions a Ă©tĂ© effectuĂ©e. Ces donnĂ©es permettront aux diffĂ©rents acteurs concernĂ©s de faire les meilleurs choix pour stocker davantage de carbone dans les sols. Cet ouvrage s'adresse aux dĂ©cideurs chargĂ©s de l'Ă©laboration des politiques publiques climatiques dans le domaine agricole, aux responsables territoriaux, aux amĂ©nageurs, aux ingĂ©nieurs et techniciens, aux agriculteurs et Ă l'ensemble des citoyens intĂ©ressĂ©s par la problĂ©matique de l'agriculture et du changement climatique
Stocker du carbone dans les sols français: Quel potentiel et à quel coût ?
International audienceLâinitiative « 4 pour 1 000 : les sols pour la sĂ©curitĂ© alimentaire et le climat » propose dâaugmenter chaque annĂ©e dâun quatre milliĂšme le stock de carbone prĂ©sent dans tous les sols du monde. Ă la demande de lâAdeme et du ministĂšre de lâAgriculture et de lâAlimentation, lâInra (devenu aujourdâhui INRAE) a conduit une Ă©tude, centrĂ©e sur la France mĂ©tropolitaine, visant Ă estimer le potentiel de stockage de carbone des sols agricoles et forestiers et, in fine, Ă mesurer la contribution potentielle de ce levier Ă lâobjectif de rĂ©duction des Ă©missions nettes de gaz Ă effet de serre. Diverses pratiques candidates (cultures intermĂ©diaires, apport de nouvelles ressources organiques, gestion des prairies, agroforesterie âŠ) ont Ă©tĂ© Ă©valuĂ©es. Les rĂ©sultats obtenus ont montrĂ© une forte variabilitĂ© du stockage additionnel de carbone. LâĂ©tude a Ă©galement permis dâestimer le coĂ»t supplĂ©mentaire, pour les agriculteurs, de mise en Ćuvre de ces pratiques de stockage, puis une allocation de lâeffort de stockage entre les pratiques et les rĂ©gions a Ă©tĂ© effectuĂ©e. Ces donnĂ©es permettront aux diffĂ©rents acteurs concernĂ©s de faire les meilleurs choix pour stocker davantage de carbone dans les sols. Cet ouvrage sâadresse aux dĂ©cideurs chargĂ©s de lâĂ©laboration des politiques publiques climatiques dans le domaine agricole, aux responsables territoriaux, aux amĂ©nageurs, aux ingĂ©nieurs et techniciens, aux agriculteurs et Ă lâensemble des citoyens intĂ©ressĂ©s par la problĂ©matique de lâagriculture et du changement climatique