Figures and data
Synthesis and antimalarial activity of the M1-selective aminopeptidase inhibitor, MIPS2673.
(A) Synthesis of MIPS2673 (4). Reagents and conditions: (i) RCOOH, EDCI, DMAP, CH2Cl2; (ii) 3,4,5-trifluorophenylboronic acid, Pd(PPh3)2Cl2, Na2CO3, THF; (iii) NH2OH•HCl, KOH. (B) Binding mode of MIPS2673 bound to PfA-M1. Interactions between MIPS2673 (orange sticks) and PfA-M1 (grey) shown as black dashed lines. Inhibition constant (Ki) for MIPS2673 toward recombinant, purified PfA-M1 and Pv-M1. (C) Sensitivity to MIPS2673 exposure (72 h) for P. falciparum 3D7 parasites. Parasite growth was determined relative to a no-drug control by SYBR Green I assay. The EC50 value was calculated from 4 biological replicates performed in technical triplicate and the data plotted as the mean ± standard error of the mean. (D) Stage-dependent activity of MIPS2673 in P. falciparum (3D7). Synchronised ring- or trophozoite-stage cultures were incubated for either 24 or 48 h with compound at 10x EC50, before the drug was washed off and parasites allowed to grow for a further 48 hours. Growth was determined via Sybr Green I assay and compared to vehicle (DMSO)-treated controls. Shown is the mean ± standard deviation (n=4). (E) MIPS2673-induced morphology and growth effects for P. falciparum 3D7 parasites. Synchronised cultures at 4 h post-invasion were treated over two cycles (C1, cycle 1; C2, cycle 2) with either 5x or 10x EC50 or DMSO at the concentration present in the 10x EC50 treatment. Representative Giemsa-stained smears from 2 biological replicates show parasites stalling and dying at early trophozoite stage (5x EC50) or stalling at ring stage (10x EC50).
Experimental thermal stability and limited proteolysis workflows for unbiased drug target identification in P. falciparum lysates.
Parasites are isolated from the host red blood cell by hypotonic lysis. Proteins are extracted from cells under native conditions by multiple freeze-thaw cycles. The lysate is pooled and distributed to achieve multiple independent incubations per reaction condition for use in either thermal stability or limited proteolysis workflows. For thermal stability proteomics studies, the parasite lysate is subjected to treatment with vehicle (untreated control) or drug at two concentrations, followed by thermal challenge at 60 °C. The soluble (non-denatured) protein fraction is isolated by ultracentrifugation and digested overnight with trypsin. The resulting peptide mixture is analysed by DIA-LC-MS/MS against an in-house generated spectral library to determine drug-induced thermal stabilisation. For limited proteolysis studies, ligand-protein interactions are monitored at multiple drug concentrations following double protease digestion. An initial pulse proteolysis with the broad specificity protease, proteinase K (PK), captures local ligand-induced structural alterations of proteins that become differentially susceptible to protease cleavage upon drug binding. Samples then undergo complete digestion under reducing conditions with trypsin/LysC. Differential proteolytic patterns produced upon ligand binding are detected by DIA-LC-MS/MS and analysed against a limited proteolysis spectral library.
Thermal stabilisation of proteins by MIPS2673.
(A) Paired volcano plots of all proteins detected after a 60 °C thermal challenge across two experiments from P. falciparum lysates (at least n=3 of independent lysate incubations per condition and experiment) treated with 1 μM (left) and 4 μM (right) MIPS2673. Outside panels show the fold-change in protein abundance for treated relative to untreated samples as a function of statistical significance (p-value) for independent experiments. Each protein is represented with a single data point. Significance cut-offs for thermal stabilisation were p<0.05 (Welch’s t test) and fold-change >1.2 (unshaded regions). The central panel plots protein fold-change from experiment one and two, with proteins in the upper right quadrant reproducibly stabilised by >1.2-fold. Proteins passing both fold-change and statistical cut-offs at both drug concentrations and in multiple independent experiments are highlighted. M1-family alanyl aminopeptidase (PF3D7_1311800) is in red and all other proteins passing cut-offs are in blue. (B) Individual profiles for the five proteins reproducibly stabilised by MIPS2673 after a 60 °C thermal challenge. Two independent experiments are shown. Data are mean protein abundances in the absence and presence of MIPS2673 (± SD) from 4 replicates.
Identification of MIPS2673 target proteins using LiP-MS.
(A) Principle of LiP-MS analysis. Ligand binding to a protein alters the local proteolytic susceptibility and prevents protein cleavage by proteinase K. In the bound state this results in decreased abundance of peptides with non-tryptic ends (half tryptic, HT) shown in pink and/or an increase in concentration of the corresponding fully tryptic (FT) peptide, shown in red. Peptides unaffected by ligand binding (grey) are unchanged in abundance. (B) Volcano plots of two independent LiP-MS experiments (at least n = 3 independent lysate incubations per condition and experiment). Each data point represents a detected peptide. Fold-changes (FC) in peptide abundance in treated vs untreated samples are shown as a function of significance (q<0.01) at the MIPS2673 concentrations shown. Peptides highlighted in blue represent LiP peptides that were significant across all concentrations tested within an experiment. Red peptides represent significant LiP peptides from PfA-M1. (C) Short-list of putative MIPS2673 targets identified in each LiP-MS experiment after prioritising targets based upon the number of significant peptides detected per protein. Significance was determined using a Fisher exact test and Bonferroni corrected p<0.05. The expected target PfA-M1 aminopeptidase is shown in red.
Features of structurally significant PfA-M1 LiP-MS peptides.
(A) Relative abundance of the significant LiP peptides commonly identified across two LiP-MS experiments following P. falciparum proteome lysate treatment with MIPS2673. The mean ± SEM of at least three independent lysate incubations per condition and experiment are shown. (B) Median distances between atoms of the nine significant LiP peptides or all other detected PfA-M1 peptides and the PfA-M1 binding cleft residues. *p<0.05, Mann-Whitney test. (C) MIPS2673 binding site on PfA-M1 determined by X-ray crystallography, and approximation of the MIPS2673 binding site using the significant PfA-M1 LiP peptides and centre of mass calculation. The significant LiP peptides are mapped onto the PfA-M1 structure with MIPS2673 bound and are shown in pink. The drug ligand is shown in yellow and the centre of mass of the significant LiP peptides is shown by a magenta star. The area in cyan represents the neighbourhood of the drug binding site determined as residues within 6.44 Å of bound MIPS2673. The neighbourhood of the LiP peptide centre of mass (residues within 6.44 Å of the centre of mass) is depicted in magenta.
Targeted analysis of significantly dysregulated peptides (p<0.05) following treatment with 1 μM of MIPS2673 (PfA-M1 inhibitor) for 1 h compared to MIPS2571 (PfA-M17 inhibitor) and DMSO control.
(A) Hierarchical clustering of the 97 peptides significantly dysregulated after treatment with MIPS2673 (fold-change >1.5 and p<0.05); 4 biological replicates for MIPS2673 and MIPS2571 (data from Edgar et al, 2022)11 and 9 biological replicates for DMSO control. Vertical clustering displays similarities between samples, while horizontal clusters reveal the relative abundances (median normalized) of the 97 peptides. The color scale bar represents log2 (mean-centered and divided by the standard deviation of each variable) intensity values. Peptides with hyphen (-) notation indicate confirmed sequence by MS/MS. Peptides with slash (/) notation indicate putative amino acid composition (accurate mass), without confirmed sequence order. (B) Differential enrichment of all (201) putatively identified peptides that could (orange dots) or could not (blue dots) be derived from hemoglobin α, and β. Green dots are peptides that have MS/MS spectra and their sequences have been confirmed. (C) Histogram of the sequence similarity of ~4700 proteins present in P. falciparum infected red blood cells to the peptides significantly dysregulated by treatment with MIPS2673. Here, sequence similarity is quantified as the number of times a significantly perturbed peptide matches a given protein, normalized by protein length. The Hb chains α, and β are highlighted in red bars.
Individual thermal stabilisation profile of PfA-M17 leucyl aminopeptidase after P. falciparum lysate treatment with MIPS2673. Related to Fig. 3.
Abundance of PfA-M17 leucyl aminopeptidase from P. falciparum lysates in the absence and presence of MIPS2673 after a 60 °C thermal challenge. PfA-M17 was not stabilised by MIPS2673 after a 60 °C thermal challenge (p>0.05). Error bars indicate SD (n = 4 independent lysate incubations per condition in each independent experiment).
Minimum distance of significant LiP-MS or all other PfA-M1 peptides from bound MIPS2673. Related to Fig. 5.
Among the 108 PfA-M1 peptides commonly identified across both LiP-MS experiments, nine peptides were significantly dysregulated in the presence of MIPS2673 at all concentrations tested. The atoms of these LiP peptides were used to measure the distribution of distances to bound MIPS2673 compared to all other detected PfA-M1 peptides. * p < 0.05.
Untargeted metabolomics analysis of 3D7 parasites treated with 1 µM of MIPS2673. Related to Fig. 6.
Heatmap analysis of peak intensities of all putative metabolites for each condition; 1 µM of MIPS2673 for 1 h and DMSO control (untreated). Data is shown from 4-9 biological replicates, red, blue and yellow indicates increase, decrease and no change, respectively in the relative abundance of putative metabolites identified.
Molecular function GO enrichment analysis of the MIPS2673 experiment one LiP-MS dataset. Related to Fig. 4.
Fold enrichment (left) and significance (right) of GO molecular functions enriched among the expanded list of candidate MIPS2673 targets identified in the first LiP-MS experiment. All proteins with an uncorrected p<0.05 were tested against a background of proteins for which abundance was measured. PlasmoDB GO terms were used for GO term mapping. Enrichment in molecular function GO terms was tested with the Fisher exact test using the weight-algorithm in topGO.71 All terms with a p-value less than 0.05 were considered significant. GO terms represented by fewer than five proteins in the background dataset were excluded from the analysis.
Related to Fig. 1.
Percent inhibition by MIPS2673 of PfA-M1 and Pv-M1 aminopeptidases compared to selected human M1 homologues.
Related to Fig. 1.
Cytotoxicity of MIPS2673 against the human HEK293 cell line.
Related to Fig. 1.
MIPS2673 effectiveness against P. falciparum early (I-III)-, late (IV-V)-, and mature (V) gametocyte stages of NF54-pfs16-GFP parasites.
Related to Fig. 1.
Data collection and refinement statistics.
