A conserved metabolic signature associated with response to fast-acting antimalarial agents
Simwela, N. V.; Guiguemde, A. W.; Straimer, J.; Regnault, C.; Yokokawa, F.; Taft, B.; Diagana, T. T.; Barrett, M. P.; Waters, A. P.
Show abstract
Characterizing the mode of action of antimalarial compounds that emerge from high-throughput phenotypic screens is central to understanding how parasite resistance to these drugs can emerge. Here, we have employed untargeted metabolomics to inform on the mechanism of action of antimalarial leads with different speed of kill profiles being developed by the Novartis Institute of Tropical Diseases (NITD). Time-resolved global changes in malaria parasite metabolite profiles upon drug treatment were quantified using liquid chromatography-based mass spectrometry (LC-MS) and compared to untreated controls. Using this approach, we confirmed previously reported metabolomics profiles of the fast-killing (2.5h) drug dihydroartemisinin (DHA) and the slower killing atovaquone (ATQ). A slow acting antimalarial lead from NITD of imidazolopiperazine (IZP) class, GNF179, elicited little or no discernable metabolic change in malaria parasites in the same 2.5h window of drug exposure. In contrast, fast killing drugs, DHA and the spiroindolone (NITD246) elicited similar metabolomic profiles both in terms of kinetics and content. DHA and NITD246 induced peptide losses consistent with disruption of haemoglobin catabolism and also interfered with the pyrimidine biosynthesis pathway. Two members of the recently described novel class of antimalarial agents of the 5-aryl-2-amino-imidazothiadiazole (ITD) class also exhibited a fast-acting profile that also featured peptide losses indicative of disrupted haemoglobin catabolism. Our screen demonstrates that structurally unrelated, fast acting antimalarial compounds generate similar biochemical signatures in Plasmodium pointing to a common mechanism associated with rapid parasite death. Our study describes a potential biochemical signature that may serve to identify other fast acting drug candidates. ImportanceIn malaria drug discovery, understanding the mode of action of lead compounds is important as it helps in predicting the potential emergence of drug resistance in the field when these drugs are eventually deployed. In this study, we have employed metabolomics technologies to characterize the potential targets of antimalarial drug candidates in the developmental pipeline at NITD. We show that NITD fast acting leads belonging to spiroindolone and imidazothiadiazole class induce a common biochemical theme in drug exposed malaria parasites which is similar to another fast acting, clinically available drug, DHA. These biochemical features which are absent in a slower acting NITD lead (GNF17) point to haemoglobin digestion and inhibition of the pyrimidine pathway as potential action points for these drugs. These biochemical themes can be used to identify fast drug candidates of similar profiles in future drug discovery programs.
Matching journals
The top 1 journal accounts for 50% of the predicted probability mass.
Similar papers in this journal
- Roseoflavin, a natural riboflavin analogue, possesses in vitro and in vivo antiplasmodial activity 96%
- Effective Therapy Targeting Cytochrome bc1 Prevents Babesia Erythrocytic Development and Protects from Lethal Infection 96%
- Atypical molecular basis for drug resistance to mitochondrial function inhibitors in Plasmodium falciparum 95%
Similar papers in this journal
- Mammalian deubiquitinating enzyme inhibitors display in vitro and in vivo activity against malaria parasites and potentiate artemisinin action 93%
- Plasmodium falciparum Acetyl-CoA Synthetase is essential for parasite intraerythrocytic development and chromatin modification 93%
- Identification of antifungal agents AR-12 and Fosmanogepix as anti-Trypanosoma cruzi drugs through an enhanced fluorogenic β-galactosidase phenotypic screening assay 93%
Similar papers in this journal
- On-target, dual aminopeptidase inhibition provides cross-species antimalarial activity. 97%
- Genomic and phenotypic characterization of experimentally selected resistant Leishmania donovani reveals a role for dynamin-1 like protein in the mechanism of resistance to a novel anti-leishmanial compound 95%
- Nutrient limitation mimics artemisinin tolerance in malaria 94%
Similar papers in this journal
- Single-cell quantitative bioimaging of P. berghei liver stage translation. 93%
- Lathosterol oxidase (sterol C5-desaturase) deletion confers resistance to amphotericin B and sensitivity to acidic stress in Leishmania major 93%
- Clustering and erratic movement patterns of syringe-injected versus mosquito-inoculated malaria sporozoites underlie decreased infectivity 92%
Similar papers in this journal
- Measuring Growth, Resistance and Recovery after Artemisinin Treatment of Plasmodium falciparum in a semi-high-throughput Assay 93%
- ELQ-331 as a prototype for extremely durable chemoprotection against malaria 92%
- Integrative Transcriptomic and Machine Learning Approaches to decipher Mitochondrial Gene Regulation in severe Plasmodium vivax Malaria 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.