Metabolomics helps to unravel the mode of action of novel - - PowerPoint PPT Presentation
Metabolomics helps to unravel the mode of action of novel - - PowerPoint PPT Presentation
MONASH PHARMACY & PHARMACEUTICAL SCIENCES Metabolomics helps to unravel the mode of action of novel anti-malarial compounds Anubhav Srivastava Research Fellow Pharmaceutical Metabolomics Laboratory @RUNubhav @CreekLab Malaria: we need
Malaria: we need new drugs
- P. falciparum
Anopheles Mosquito
India Myanmar China (Yunnan) Thailand Lao PDR Vietnam Cambodia
High ACT failure rate (>10%)
1 ACT 2 ACTs 5 ACTs
- P. falciparum has developed resistance to the first line of malaria
treatment, Artemisinin-based Combination Therapies (ACTs) in many countries in South-East Asia1,2
- Resistance has also been reported from Africa3
- We need new anti-malarials to combat the on-going threat of anti-
malarial drug-resistance
- 1. Dondorp AM, et al. 2009 N Engl J Med; 361:455-467
- 2. Ashley EA, et al. 2014 N Engl J Med; 371:411-423
- 3. Feng Lu, et al. 2017 N Engl J Med; 376:991-993
>200 million cases of malaria and an estimated 429000 deaths in 2015 (WHO 2016)
WHO Status report on artemisinin and ACT resistance (April 2017)
Target-based screening/design Poor Known
Approach Success Rate Mode of Action
Phenotypic Screening Better Unknown Small molecules METABOLOMICS Known
Anti-parasitic drug discovery approaches
- Efficacy
- Combinations
- Resistance
?
Parasite death
Screening library
Drug Discovery Systems Pharmacology
Genomics
Transcriptomics
Proteomics
Metabolomics
Drug Discovery Systems Pharmacology Metabolomics
Proteomics
Transcriptomics
Genomics
Metabolomics Methodology
Incubation/ Extraction
- 80°C
LC-MS: HILIC-Orbitrap (Untargeted)
HILIC chromatography (Zwitterionic) High resolution Accurate mass MS
Data Analysis: IDEOM workflow
Drug
Using Metabolomics to study mode of drug action
Drug
Compounds used in this study
Inactive
Novel anti-malarials
- Potent activity
- No known target
http://opensourcemalaria.org
MMV000073 MMV397264 MMV390482
PfATP4 inhibitors
Known anti-malarials
Atovaquone Chloroquine Dihydroartemisinin
? ? Compounds used in this study
P_397264:P_397264_4 P_S313:P_S313_2 P_000073:P_000073_2 P_000073:P_000073_4 P_000073:P_000073_1 P_000073:P_000073_3 P_S5:P_S5_2 P_S5:P_S5_4 P_397264:P_397264_2 P_S313:P_S313_4 P_DHA:P_DHA_3 P_DHA:P_DHA_4 P_DHA:P_DHA_1 P_DHA:P_DHA_2 P_S5:P_S5_1 P_S5:P_S5_3 P_390482:P_390482_2 P_390482:P_390482_4 P_390482:P_390482_1 P_390482:P_390482_3 P_S313:P_S313_1 P_397264:P_397264_3 P_397264:P_397264_1 P_S313:P_S313_3 P_CQ:P_CQ_3 P_CQ:P_CQ_4 P_CQ:P_CQ_1 P_CQ:P_CQ_2 P_S4:P_S4_3 P_S291:P_S291_2 P_S4:P_S4_4 P_S106:P_S106_1 P_S106:P_S106_3 P_S106:P_S106_2 P_S106:P_S106_4 P_S291:P_S291_1 P_DMSO:P_DMSO_4 P_S133:P_S133_4 P_S133:P_S133_2 P_DMSO:P_DMSO_2 P_DMSO:P_DMSO_3 P_DMSO:P_DMSO_1 P_S133:P_S133_1 P_S133:P_S133_3 P_S4:P_S4_1 P_S4:P_S4_2 P_S291:P_S291_3 P_S291:P_S291_4 P_S112:P_S112_2 P_S112:P_S112_4 P_S112:P_S112_1 P_S112:P_S112_3 P_S37:P_S37_1 P_S37:P_S37_3 P_ATV:P_ATV_3 P_ATV:P_ATV_4 P_S37:P_S37_2 P_S37:P_S37_4 P_ATV:P_ATV_1 P_ATV:P_ATV_2
NDF: No Discriminating Features
Results: Multivariate analysis Unsupervised Hierarchical Clustering
Peptides Nucleotides Cofactors Lipids Carbohydrates and energy metabolism Amino acid metabolism Unclassified
0.2 1 5
Fold change
Results: Multivariate analysis Heat map
471 putative metabolites Classification Pathway mapping
MMV PfATP4 inhibitors Known antimalarials OSM compounds
Compounds used in this study
Inactive
Novel anti-malarials
- Potent activity
- No known target
http://opensourcemalaria.org
DHODH
DMSO control Dihydroorotate dehydrogenase Pyrimidine biosynthesis is affected in parasites treated with OSM-S-112 and OSM-S-37 DHODH Inhibition OSM-S-37 >> OSM-S-112
MoA of OSM-S-112 and OSM-S-37 Similar to Atovaquone
Compounds used in this study
Inactive
Novel anti-malarials
- Potent activity
- No known target
http://opensourcemalaria.org
OSM-S-106 OSM-S-5
- Multivariate
analysis (PCA)
- No unique
changes
- MoA
requires further investigation
- e.g. enriched
(>90%) parasite cultures
MoA of OSM-S-106 and OSM-S-5 Unknown
PfATP4 inhibitors DHA OSM-S-106 ATV DMSO CQ PfATP4 inhibitors DHA OSM-S-5 ATV DMSO CQ
Compounds used in this study
Inactive
Novel anti-malarials
- Potent activity
- No known target
http://opensourcemalaria.org
Multivariate analysis (PCA) showed that parasites treated with OSM-S-313 cluster together with parasites treated with the MMV PfATP4 inhibitors
MoA of OSM-S-313 Similar to MMVPfATP4 inhibitors
PfATP4 inhibitors DHA OSM-S-313 ATV DMSO CQ
OSM-S-313
MoA of OSM-S-313 Similar to MMVPfATP4 inhibitors
Cell pellet Spent media
RBC Plasma Parasite PVM
PfATP4 maintains Na+ homeostasis in the malaria parasite
Na+ NPPs PfATP4
Adapted from: Spillman NJ, Kirk K. Int J Parasitol Drugs Drug Resist. 2015;5: 149–162
RBC Parasite PVM High Na+ Inhibition of metabolic enzymes Inhibition of physiological processes dependent on Na+ electrochemical gradient Cell lysis due to
- smotic imbalance
Disruption of Na+ regulation: Potential mechanisms of parasite killing
Adapted from: Spillman NJ, Kirk K. Int J Parasitol Drugs Drug Resist. 2015;5: 149–162
High Na+ concentration can inhibit glycolysis
P P P P
Glucose
P
Fructose-1-6-bi-P Glyceraldehyde-3-P Glycerone-P Phosphoenolpyruvate Pyruvate Can be inhibited by high Na+
Utter M.F., J Biol Chem. 1950 Aug;185(2):499-517
This can prevent re-phosphorylation of adenylates AMP
Summary
Pyrimidine synthesis Glycolysis
MMV397264 MMV390482