Figures
Abstract
Background
Visceral leishmaniasis (VL) resolution depends on a wide range of factors, including the instauration of an effective treatment coupled to a functional host immune system. Patients with a depressed immune system, like the ones receiving methotrexate (MTX), are at higher risk of developing VL and refusing antileishmanial drugs. Moreover, the alarmingly growing levels of antimicrobial resistance, especially in endemic areas, contribute to the increasing the burden of this complex zoonotic disease.
Principal findings
To understand the potential links between immunosuppressants and antileishmanial drugs, we have studied the interaction of antimony (Sb) and MTX in a Leishmania infantum reference strain (LiWT) and in two L. infantum clinical strains (LiFS-A and LiFS-B) naturally circulating in non-treated VL dogs in Spain. The LiFS-A strain was isolated before Sb treatment in a case that responded positively to the treatment, while the LiFS-B strain was recovered from a dog before Sb treatment, with the dog later relapsing after the treatment. Our results show that, exposure to Sb or MTX leads to an increase in the production of reactive oxygen species (ROS) in LiWT which correlates with a sensitive phenotype against both drugs in promastigotes and intracellular amastigotes. LiFS-A was sensitive against Sb but resistant against MTX, displaying high levels of protection against ROS when exposed to MTX. LiFS-B was resistant to both drugs. Evaluation of the melting proteomes of the two LiFS, in the presence and absence of Sb and MTX, showed a differential enrichment of direct and indirect targets for both drugs, including common and unique pathways.
Author summary
Visceral leishmaniasis (VL) is the most severe form of the disease caused by the parasite Leishmania infantum. Immunosuppressive conditions such as those generated using immunosuppressive treatments (i.e., methotrexate), to treat autoimmune diseases have increased the risk of developing severe complications linked to this parasitic disease, especially in endemic areas. Of note, treatment of VL in immunosuppressed patients is very challenging and frequently results in clinical relapse. For these reasons, it is capital to better understand any potential impact of the use of immunosuppressants on the antileishmanial effect of current drugs (i.e. antimonials) and their potential contribution to the emergence and spread of drug resistance. Here we report the first evidence of the potential co-selection of antimicrobial resistance between antimonials and methotrexate in L. infantum circulating strains. In addition to shedding some light on the causes of treatment failure and relapses in patients under methotrexate immunosuppression, this new knowledge could assist in the development of better immunosuppression strategies in endemic areas of leishmaniasis.
Citation: Bernardo L, Ibarra-Meneses AV, Douanne N, Corbeil A, Solana JC, Beaudry F, et al. (2024) Potential selection of antimony and methotrexate cross-resistance in Leishmania infantum circulating strains. PLoS Negl Trop Dis 18(2): e0012015. https://doi.org/10.1371/journal.pntd.0012015
Editor: Deborah Bittencourt Mothé Fraga, Fundacao Oswaldo Cruz, BRAZIL
Received: August 23, 2023; Accepted: February 20, 2024; Published: February 29, 2024
Copyright: © 2024 Bernardo et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: The mass spectrometry proteomics data have been made accessible through the supplementary file S1 Data.
Funding: Work in the CFP-Lab was supported by a Natural Sciences and Engineering Research Council of Canada (NSERC) Discovery Grant (RGPIN-2017-04480 to CFP) and by the Canada foundation for Innovation (grant no. 37324 and 38858 to CFP). The proteomic investigations were funded by the NSERC (RGPIN-2020-05228 to FB), and proteomics laboratory equipment was funded by the Canadian Foundation for Innovation (grant no. 36706 to FB). FB holds the Canada Research Chair in metrology of bioactive molecule and target discovery (CRC-2021-00160 to FB). This work was supported by the Instituto de Salud Carlos III through the ISCIII-AESI (project PI21CIII/00005 to JM). JCS was supported by CIBERINFEC (CB21/13/00018 to JM). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Leishmaniasis is a worldwide infectious disease caused by parasites of the genus Leishmania [1]. These parasites have two forms: the extracellular or promastigotes found in the sandfly vector and the intracellular or amastigotes found in the host cells [2]. Among the different clinical manifestations, visceral leishmaniasis (VL) is the most severe form of the disease, for which Leishmania infantum is the main causal agent [1]. VL is associated with elevated ranges of morbidity and mortality and 300,000 new cases are reported each year, where 95% of them are fatal if untreated [3,4]. In the absence of an effective vaccine, control of the disease is based on a very limited pharmacopeia with organic antimonials being one of the key drugs for VL treatment [5].
To bestow their antileishmanial activity, pentavalent antimonials (SbV) must enter host infected cells and be reduced into the trivalent antimony (SbIII) [5,6]. SbIII causes oxidative stress by increasing the concentration of reactive oxygen species (ROS), inducing DNA damage that leads apoptosis in the parasite [6,7]. Of note, nowadays, VL treatment is hampered, since the use of Sb is compromised due to Leishmania ability to develop and spread antimicrobial resistance, especially in endemic areas of the disease where these drugs have been continuously used in treating both human and canine patients [8,9]. Although metal resistance in Leishmania spp. is multifactorial, the main mechanism of Sb detoxification involves the ATP-binding cassette protein MRPA which binds to thiol-conjugated metals and promotes the exocytosis of these complexes outside the parasite [9–12]. In addition to an efficient pharmacological treatment, effective control of VL requires a protective Th1-type immune response by the host [13]. Consequently, immunosuppression represents the major individual risk factor to develop severe VL. This has been traditionally reported as an emerging problem in HIV co-infected patients [14,15]. Alarmingly, there is a recent increase in the number of VL cases among patients receiving immunosuppressant treatments to treat autoimmune diseases such as psoriasis, lupus erythematous or rheumatoid arthritis (RA) [16]. In these cases, VL treatment becomes more difficult and the risk of relapse increases [14,17].
Methotrexate (MTX) is, for more than 30 years, one of the most successful immunosuppressants for the control of inflammatory conditions (i.e., 60% of RA are currently on or have been on MTX). MTX is an antagonist of folic acid that interferes purine and pyrimidine synthesis by binding to dihydrofolate reductase (DHFR) and pteridine reductase 1 (PTR1) enzymes [18]. This results in a rapid depletion of intracellular levels of folates, which impairs DNA synthesis and leads to a decrease in cell proliferation [19]. Leishmania as well as other parasites are sensitive to MTX [20], although this drug is not used to treat leishmaniasis. However, as folates and pterins are essential for Leishmania development, these parasites can rapidly evolve resistance to MTX by increasing dhfr- and ptr1-gene dosage [21,22].
Whereas the mode of action and mechanism of drug resistance against Sb and MTX have widely explored in Leishmania in the past [6,23], there are no reports available on the potential effects on cross-tolerance or cross-resistance after exposure to any of these two different drugs. Here we report the first evidence of the potential co-selection of antimicrobial resistance between antimonial drugs and methotrexate in L. infantum circulating strains from untreated, naturally infected dogs. Moreover, the melting proteomes (meltome) of these strains, in the presence and absence of Sb and MTX, has identified differentially enriched direct and indirect targets for both drugs in different genetic backgrounds. This novel knowledge could bring some light into treatment failure and relapses occurring in patients under methotrexate immunosuppression, as well as to be the jumping-off point for tailoring better immunosuppression strategies in leishmaniasis endemic areas.
Methods
Parasites and cell lines
The study involved the use of different strains of Leishmania parasites: Leishmania infantum wild-type (LiWT) reference strain (MHOM/MA/67/ITMAP-263), as well as two L. infantum clinical isolates naturally circulating in non-treated VL dogs in Spain, namely LiFS-A (MCAN/ES/2004/LLM-1345) and LiFS-B (MCAN/ES/2005/LLM-1467). All strains were cultured in M199 medium (Wisent) supplemented with 10% heat-inactivated fetal bovine serum (FBS, Wisent) and 5 μg/mL of hemin (Millipore). The pH was maintained at 7.0, and the cultures were incubated at 25 °C. In addition, Bone Marrow-Derived Macrophages (BMDM) were cultured in DMEM medium supplemented with 10% FBS, 100 U/mL penicillin/streptomycin, and 20% L929 cell-conditioned medium.
Drug-response assays in free-living promastigotes and intracellular amastigotes
The antileishmanial activity was assessed by monitoring the growth of non-exposed promastigotes for 72 hours at 25 °C in the presence of increasing concentrations of Sb (Potassium antimony tartrate sodium, Sigma) (0, 25, 50, 100, 150, 200, 300, 400 μM) or MTX (methotrexate, Sigma) (0, 10, 50, 100, 1000, 3000, 6000, 10000 nM). The optical density at 600 nm (A600) was measured using a Cytation 5 machine (Agilent, USA). Simultaneously, to investigate if exposure to one drug could induce cross-resistance or tolerance to the other, we subjected LiWT, LiFS-A, and LiFS-B promastigotes to the EC50 and the EC90 of either Sb or MTX (administered as single doses) over a period of five days. Following this, we performed a drug-response assay using the alternate drug (either Sb or MTX) on these ‘pre-exposed’ promastigotes utilizing the same spectrum of concentrations as previously described.
The intra-macrophage leishmanicidal activity of Sb (sodium stibogluconate, Calbiochem) and MTX was determined through in vitro infections, following our established protocols (9). Briefly, 2.5 × 105 BMDM cells were seeded onto Ibidi 12-well chamber slides and maintained in complete DMEM medium. Metacyclic phase promastigotes of LiWT, LiFS-A, and LiFS-B were used at a BMDM to parasite ratio of 1:10 for the infection process. The cells were infected and allowed to incubate for 6 hours at 37°C with 5% CO2 in drug-free DMEM medium. After a 24-hours drug-free period, the medium was supplemented with increasing concentrations of MTX (0, 20, 50, 100, 200, 500 nM) or Sb (0, 10, 25, 50, 100, 200 μg/mL) for 5 days. To facilitate parasite visualization, the slides were fixed in methanol and stained with Diff-Quick solution. The number of infecting amastigotes per 100 cells was determined by examining 300 macrophages per triplicate assay and normalized to the untreated control.
In all these experiments, either targeting the promastigote or the amastigote stages, EC50 values were calculated based on dose-response curves analyzed by non-linear regression with GraphPad Prism 10.0 software (GraphPad Software, La Jolla California, USA). An average of at least three independent biological replicates run in triplicate was performed for each determination.
Measurement of Reactive Oxygen Species (ROS) accumulation
Intracellular ROS accumulation was measured using the DCFDA dye (Invitrogen, USA) as previously described [12]. Briefly, 5 × 107 mid-log LiWT, LiFS-A, and LiFS-B promastigotes were exposed to the EC90 of the drugs (i.e., Sb or MTX) for 48 hours in M199 medium at 25°C supplemented with 10% FBS and 5 μg/mL of hemin (pH 7.0). Parasites were washed twice in Hepes–NaCl (21 mM Hepes, 137 mM NaCl, 5 mM KCl, 0.7 mM Na2HPO4 7H2O, 6 mM glucose, pH 7.4) and resuspended in 500 μL of Hepes–NaCl containing 25 μg/mL of H2DCFDA (Invitrogen, USA). Parasites were then incubated in the dark for 30 min and washed twice with Hepes–NaCl. After washing, 200 μL of the promastigote resuspension was analyzed with a Cytation 5 machine (Agilent, USA) at 485 nm excitation and 535 nm emission wavelengths. Fluorescence was normalized with the number of living parasites determined by propidium iodide (PI) staining and manual counting. Experiments were performed with at least three biological replicates from independent cultures, each of which included three technical replicates.
Quantitative real-time RT-PCR
Total RNA was isolated from the three non-drug-exposed strains (LiWT, LiFS-A, and LiFS-B) using the RNeasy Mini Kit (Qiagen), following the manufacturer’s instructions, as has been described earlier [24]. Additionally, total RNA was extracted from MTX-exposed LiWT obtained during ‘pre-exposure’ experiments (S1 Fig). The cDNA was synthesized using the iScript Reverse Transcription Supermix (Bio-Rad) and amplified in the iTaq universal SYBR Green Supermix Kit (Bio-Rad) using a CFX Opus Real-Time PCR System (Bio-Rad). The expression levels of ATP-binding cassette protein MRPA (LinJ.23.0290; Fw: 5′-CGCATTATGCTGTGGTTCCG-3′; Rv: 5′-GTCGTACTCGCCCATCAGAG-3′), dihydrofolate reductase thymidylate synthase DHFR-TS (LinJ.06.0890; Fw: 5′-CGCATCATGAAGACGGGGAT-3′; Rv: 5′-TGAATGTCCTTGGCCAG-3′); argininosuccinate synthase ASS (LinJ.23.0300; Fw: 5′-CTTCTGAGGCTGTGCAACAC-3′; Rv: 5′-GATGCCCTTCTGGAACTGGA-3′) and pteridine reductase 1 PTR1 (LinJ.23.0310; Fw: 5′-TATACCATGGCCAAAGGGGC-3′; Rv: 5′-TGACGTACTTGGCCTTGGGA-3′) were derived from three technical and three biological replicates and were normalized to constitutively expressed mRNA encoding glyceraldehyde-3-phosphate dehydrogenase GAPDH (LinJ.36.2480; Fw: 5′-GTACACGGTGGAGGCTGTG-3′; Rv: 5′-CCCTTGATGTGGCCCTCGG-3′).
Comparative meltome analysis using thermal proteomic profiling (TPP)
For TPP analysis, LiFS-A and LiFS-B were prepared following our previously described methods [25]. In brief, cultures of LiFS-A and LiFS-B isolates in the mid-log phase underwent multiple centrifugation steps. We conducted experiments with biological triplicates for each isolate. The resulting pellet was washed with PBS 1× (pH 7.4, Gibco, Life Technologies) and then resuspended in 5 mL of lysis buffer. The lysis buffer consisted of 50 mM mono-basic potassium phosphate, 50 mM di-basic potassium phosphate, 0.5 M EDTA, 1 M DTT, 10 mM tosyl-L-lysyl-chloromethane hydrochloride, 0.8% n-octyl-β-D-glucoside, and mini protease inhibitor cocktail (EDTA-free). To obtain sufficient protein, three freeze-thaw cycles were performed, followed by centrifugation at 20,000 g for 20 minutes at 4 °C. The protein yield required for the TPP experiment was 4 mg.
Once the lysate was obtained, drug-induced disruption and heat treatment were performed. Each lysate was divided into three subsamples: 100 μM Sb, 100 μM MTX, and a control (vehicle). For each condition, 250 μg of lysate (approximately 100 μL) was added to seven microcentrifuge tubes, with each tube representing a different temperature (37, 45, 50, 55, 60, 65, and 70 °C). The tubes were incubated for three minutes, followed by centrifugation at 20,000 g for 20 minutes at 4 °C to recover the soluble protein fraction. The soluble proteins were collected by precipitation using cold acetone and 50 mM tris-HCl, followed by alkylation with 40 mM 2-Iodoacetamide (IAA, Sigma) and digestion with a 1:20 trypsin solution for 24 hours. After incubation, the samples were labeled using a light (test samples) and heavy (internal standard; L. infantum WT maintained at 37 °C) dimethyl strategy and mixed for consecutive HPLC-MS/MS analysis using a duplex labeling approach. High-performance liquid chromatography (HPLC) was performed using a Thermo Scientific Vanquish FLEX UHPLC system (San Jose, USA) with gradient elution on a microbore column (particle size: 5 μm, Thermo Biobasic). The mobile phase, a mixture of acetonitrile and water containing 0.1% formic acid, was subjected to a linear gradient shift from 5:95 to 40:60 over a duration of 63 minutes. Detection in the positive ion mode was carried out using a Thermo Scientific Q Exactive Plus Orbitrap Mass Spectrometer, which was integrated with the UHPLC system. The TOP-10 Data Dependent Acquisition method was employed for this purpose. Rather than treating each replicate as an individual sample, we opted to pool the data from these replicates, thereby combining their results to form a single, comprehensive dataset for each condition. The data processing for the study was carried out using Thermo Proteome Discoverer (version 2.4), in combination with SEQUEST. The analysis involved a curated database with FASTA sequences from UniProt specific to L. infantum (TAXON ID 5671). Key settings included an MS1 tolerance of 10 ppm, MS2 mass tolerance of 0.02 Da for Orbitrap detection, and trypsin specificity with allowance for two missed cleavages. Fixed modifications included carbamidomethylation of cysteine and dimethylation of lysine and N-terminus, while oxidation of methionine was a variable modification. The minimum peptide length was set at six amino acids, excluding proteins identified by only one peptide. Protein quantification and comparative analysis were based on peak integration, using the average ion intensity of unique peptides to determine protein abundance. For normalization purposes, the protein abundance value at the lowest examined temperature (37°C) was set as the baseline, represented by a value of 1. The generated melting curves were inspected for a change in melting behavior following the formula described by Franken et al (2015) [26]. All melting curves were created using GraphPad Prism 10. The temperature resulting in a 50% of protein denaturalization was defined as the melting temperature (Tm), which was used to calculate the cut-off value (ΔTm = Tm drug–Tm control). Heat maps were generated through the Heat mapper webserver (www.heatmapper.ca/expression) using its protein expression plugin with average linkage as clustering method applied to rows and Euclidean as distance measurement method. The complete proteomics dataset is available in (S1 Data).
Results
L. infantum clinical isolates display different sensitivity profiles and enhanced ability to control oxidative stress in the presence of antimony and methotrexate
The drug-resistant profile of current L. infantum strains circulating in dogs presents a significant challenge in the treatment of both canine and human leishmaniasis, especially in pharmacologically immunosuppressed individuals. Several studies have reported an alarming increase in drug resistance, particularly to commonly used antileishmanial drugs such as Sb. In this context, we first evaluated the sensitivity profile of LiFS-A and LiFS-B, two clinical isolates recovered from non-treated, naturally infected dogs in Spain [27]. For comparison purposes, we included the L. infantum ITMAP-263 laboratory reference strain (LiWT), which is known to be sensitive to the different antileishmanials. As summarized in Table 1, clinical isolate LiFS-A showed similar levels of Sb sensitivity of those measured for the reference strain (75.35 vs. 68.24 μM SbIII in promastigotes; and 68.71 vs. 99.35 μg/mL SbV in amastigotes). Of note, LiFS-B showed a clear resistant profile with EC50 values > 2.5-fold when compare with the LiWT reference strain (198.2 μM SbIII in promastigotes; and > 200 μg/mL SbV in amastigotes). While there is no report in the literature of treating leishmaniasis with MTX, this drug is frequently used off label for the treatment of immune-mediated diseases, such as immune-mediated hemolytic anemia and immune-mediated polyarthritis in dogs. As expected, the LiWT strain showed a very sensitive phenotype against this drug in both promastigotes and amastigotes (1.03 and 0.34 μM, respectively). Conversely, both clinical isolates displayed high levels of resistance as both free and intracellular parasites (>500 and > 200 μM, respectively).
Antimicrobial resistance mechanisms in Leishmania can involve alterations in drug targets, decreased drug uptake, increased drug efflux, and enhanced antioxidant defenses. To explore this last feature, we examined the impact of Sb and MTX on the ability of LiWT, LiFS-A and LiFS-B to control reactive oxygen species (ROS) accumulation (Fig 1). In this way, the three strains were exposed to the EC90 of Sb and MTX. DCFDA fluorescence emission and parasite survival rates were simultaneously measured. Sb and MTX induced major accumulation of ROS in LiWT (up to 892 and 3868 relative fluorescence units (RFU), respectively) after a 48-h exposure to the EC90 of Sb and MTX. This was coupled with a significant reduction in the presence of viable parasites, which was reduced by more than 53% and 94% when exposed to Sb and MTX, respectively. This is consistent with the antileishmanial effect previously described for these drugs [7,28]. Both LiFS-A and LiFS-B displayed similar basal levels of ROS (and similar to LiWT) in the absence of drug pressure. Exposure to Sb led to similar ROS and viability levels in LiFS-A when compared with the reference strain (⁓980 RFU), which is in agreement with its Sb-sensitive profile–as per determined in the drug-response assays. In contrast, LiFS-B exhibited approximately 2-fold lower ROS accumulation compared to LiWT and demonstrated better survival rate when exposed to Sb, providing additional evidence for its Sb-resistant phenotype. Both LiFS-A and LiFS-B exhibited reduced ROS accumulation and enhanced survival compared to LiWT when exposed to MTX. LiFS-A demonstrated approximately 20-fold lower ROS accumulation than LiWT and displayed a similar survival rate to the untreated control (approximately 100%). Conversely, LiFS-B accumulated around 20-fold less ROS than the reference strain but exhibited lower viability than the untreated control (approximately 50%). These findings further support the MTX-resistant phenotype observed in both isolates and suggest enhanced ability to control oxidative stress.
Measurement of drug-induced (Sb and MTX) ROS accumulation (DCFDA fluorescence; Cytation 5; ex/em 485/535 nm) in L. infantum WT and LiFS-A and LiFS-B clinical isolates. Graphs represents the number of viable promastigotes normalized to 106 cells/mL (dotted line) and DCFDA fluorescence normalized to 106 promastigotes (bars). Each data point represents the average ± SEM. Differences were statistically evaluated using an unpaired two-tailed t-test (*,+ p <0.05; **,++ p <0.01; +++ p < 0.001; ****,++++ p < 0.0001).
Overexpression of key drug-resistance genes and ‘pre-exposure’ to Sb or MTX contribute to multidrug-resistance phenotypes
One of the most frequent mechanisms deployed by Leishmania parasites to overcome the action of Sb and MTX is upregulating the expression of drug targets and drug-resistance genes. Overexpression of the gene coding for an ABC-thiol transporter multidrug resistance protein A (mrpA) is frequently reported in Sb-resistant parasites, leading to the intracellular sequestration and subsequent elimination of Sb-thiol conjugates [9]. Likewise, MTX-resistance is associated with the overexpression of dihydrofolate reductase (dhfr) and pteridine reductase 1 (ptr1) genes, respectively, encoding the primary and secondary targets of MTX [21]. For that reason, we evaluated the expression of mrpA gene, or dhfr and ptr1 genes, associated to Sb or MTX resistance, respectively, in non-exposed promastigotes. Our results illustrated a notable increase in mrpA expression in LiFS-B compared to both LiWT and LiFS-A (Fig 2A), providing further evidence for its classification as Sb-resistant (Table 1). Regarding MTX genes of resistance, no significant differences in the expression levels of ptr1 were found (Fig 2B). Nonetheless, in LiFS-A, we observed a non-significant trend in the expression of mrpA and ptr1. Both clinical isolates showed a higher expression of the dhfr gene when compared with the reference strain LiWT (Fig 2C), which could contribute to the survival of these parasites in higher concentrations of MTX as previously reported [12,21].
mRNA expression levels of drug-resistance genes mrpA (A), ptr1 (B) and dhfr (C) were determined by quantitative real-time RT-PCR in LiWT, LiFS-A and LiFS-B strains and normalized using gapdh as housekeeping gene. Results are derived from three biological replicates. Each data point represents the average ± SEM. Differences were statistically evaluated using an unpaired two-tailed t-test *p<0.05; ** p<0.01.
Next, to further understand the potential effect of a pharmacological immunosuppression (i.e., induced by MTX) on the outcome of L. infantum treatment (i.e., induced by Sb), we evaluated the impact of a single-dose exposure (‘pre-exposure’ to EC50 or EC90 for 5 days) to MTX or Sb prior to characterizing these parasites in drug-response assays. As depicted in Fig 3A, ‘pre-exposure’ to Sb EC90 led to a significant reduction in MTX sensitivity in LiWT parasites (2.65-fold). Markedly, this phenomenon was bidirectional, and ‘pre-exposure’ to either the EC50 or EC90 of MTX resulted in a great decrease in the sensitivity of the LiWT reference strain to Sb (Fig 3B). The effect was maximal when exposing LiWT to MTX EC90 (Fig 3A), probably due to the rapid emergence of a subset of the population carrying amplifications of the H locus which contains ptr1 but also mrpA [29]. This aspect was further investigated by evaluating the expression levels of ptr1 and mrpA in LiWT pre-exposed to EC90 of MTX, along with argininosuccinate synthase (ass), a third gene within the H locus. As anticipated, the population that was recovered exhibited a significant increase in the mRNA expression levels of these three genes (S1 Fig). ‘Pre-exposure’ to MTX in the Sb-sensitive LiFS-A strain led to a significant decrease in its levels of sensitivity (up to 3.01-fold) against antimonial drugs (Fig 3D). This effect was not observed in the LiFS-B strain which was already resistant to Sb (Fig 3F). As expected, no measurable effect was detected when exposing LiFS-A and LiFS-B clinical isolates to Sb, as both are highly resistant to MTX (Fig 3C and 3E). The findings indicate that cross-resistance between antimony and methotrexate can manifest equally, regardless of the drug administered first. Additionally, the results suggest different multidrug-resistance phenotypes which a swift and transient emergence of Sb-resistant parasites upon exposure to MTX.
Five days after ‘pre-exposing’ LiWT (A-B), LiFS-A (C-D), LiFS-B (E-F) promastigotes to the EC50 and EC90 (previously calculated; Table 1) of Sb or MTX, parasites were submitted to increasing concentrations of MTX and Sb to evaluate potential changes in their phenotype against these drugs. EC50 values were calculated from concentration-response curves performed with biological triplicates after nonlinear fitting with GraphPad Prism 10 software.
Clinical isolates’ melting proteomics reveals different protein interactions with the drugs pointing to different mechanisms of drug resistance
The mechanisms underlying antimony resistance have been extensively described in laboratory lines of Leishmania. However, there may be differences between these mechanisms and those operating in Leishmania circulating isolates [30]. To map Sb and MTX potential targets (both direct and indirect) in LiFS-A and LiFS-B clinical isolates, we used a powerful multiplexed, quantitative mass spectrometry-based proteomics approach named Thermal Proteomic Profiling (TPP), which enables monitoring the melting profile of thousands of expressed soluble proteins in drug-sensitive and drug resistant L. infantum parasites, in the presence (or absence) of any antileishmanial drug [25]. As previously described, in our TPP approach, we used a fixed concentration of drug (100 μM SB or MTX) for the induction of drug-driven disruption and seven different temperatures for the temperature range (37–70 °C) [25].
We first measured the impact of Sb and MTX on the thermal stability of the soluble proteins of LiFS-A strain (Sb-sensitive and MTX-resistant; Table 1). We obtained and analyzed quantitative data to determine the thermal stability of 1147 soluble proteins (S1 Data). Out of these proteins, 118 exhibited variations in their thermal stability and their ΔTm was positive (ΔTm > 0) (Table 2). As depicted in Fig 4A and 4B, these proteins demonstrated enhanced stability at lower temperatures, specifically between 37 and 50 °C. Noteworthy proteins in this category included a mitochondrial elongation factor (E9AGQ3), a putative iron-sulfur reiske protein (A4IB55), a calmodulin-like protein (A4IBS7), as well as various ribosomal proteins (L6, L12, L13, L23, S20, L34, S6, S13, S4, L18, and S9). Conversely, in our investigation of the interaction between the LiFS-A strain and MTX, we identified 1158 soluble proteins. Among these proteins, we obtained melting curve profiles in the presence of MTX for 84 of them (Fig 4C and 4D). Table 2 provides a summary of the proteins identified in this analysis, including PTR1 (A4I067), two ribosomal proteins (A4HS42 and A0A6L0XG31), an amidohydrolase (A4I5G9), the cytochrome C1 mitochondrial protein (A4HT63), and an oligopeptidase b (A4HTZ8), among others.
Proteins that are common between the strains LiFS-A and LiFS-B are highlighted in bold for easy identification.
Normalized protein abundance of LiFS-A proteins for which full melting curves were acquired in the absence (A) or in the presence (B) of 100 μM Sb (118 proteins) and in the absence (C) or in the presence (D) of 100 μM MTX (84 proteins). Color range depicts the relative protein abundance of the soluble fractions at different temperatures. Heat maps were generated through the Heat mapper webserver (www.heatmapper.ca/expression) using its protein expression plugin with average linkage as clustering method applied to rows and Euclidean as distance measurement method.
Next, we conducted an evaluation of the proteomic profile in the antimony-resistant clinical isolate LiFS-B, both in the presence and absence of Sb. Among the 1193 soluble proteins identified (S1 Data), 42 exhibited a pattern that allowed us to calculate melting curves (Fig 5A and 5B). Compared to LiFS-A, the Sb-resistant strain showed a general decrease in protein-thermal stabilization, with 76 fewer proteins exhibiting temperature variations suitable for melting curve calculations (118 in LiFS-A versus 42 in LiFS-B), which further confirms a decreased interaction of Sb with its proteome. Within these 42 proteins, particularly those exhibiting the highest ΔTm, we identified several key proteins: an alanine-tRNA ligase (A4I013), two ribosomal proteins–the 60S acidic ribosomal protein P0 and the 40S ribosomal protein S24 (A4I2U1 and A4ID74, respectively)–, a putative 60S ribosomal protein (L10A), a putative ATP synthase F1 subunit protein (A4HZI3), a eukaryotic translation initiation factor (A4I5Y5), and an uncharacterized protein (A4HZ42) (Table 3). To elucidate the potential function of the uncharacterized protein and its involvement in Sb resistance, we employed databases such as PantherDB (http://www.pantherdb.org/, accessed on 20 June 2023), InterPro (https://www.ebi.ac.uk/interpro/, accessed on 20 June 2023), and Uniprot (https://www.uniprot.org/, accessed on 30 January 2024). This search revealed a possible orthologous relationship (92.33% identity) between our uncharacterized protein and a NTF2 (Nuclear transport factor 2) domain-containing protein found in the same chromosome of L. major (LMJF_21_0430, accession number Q4QCH42), potentially belonging to Ras-GTPase-activating protein-binding.
Normalized protein abundance of LiFS-B proteins for which full melting curves were acquired in the absence (A) or in the presence (B) of 100 μM Sb (42 proteins) and in the absence (C) or in the presence (D) of 100 μM MTX (55 proteins). Color range depicts the relative protein abundance of the soluble fractions at different temperatures. Heat maps were generated through the Heat mapper webserver (www.heatmapper.ca/expression) using its protein expression plugin with average linkage as clustering method applied to rows and Euclidean as distance measurement method. Of note, within the two field strains, 20 proteins were identified as shared following exposure to Sb. These shared proteins encompass ribosomal proteins, elongation factors, and heat shock proteins. Additionally, 14 proteins were recognized as common to both strains subsequent to their interaction with MTX, highlighting a prevalence of ribosomal proteins and those associated with the parasite’s cellular respiration.
Proteins that are common between the strains LiFS-B and LiFS-A are highlighted in bold for easy identification.
Finally, we evaluated the proteomic meltome profile in the LiFS-B strain in the absence and presence of MTX. Among the 1112 soluble proteins identified (S1 Data), melting curves were determined for 55 of them. Like the other drug analyzed, we observed protein stabilization at low temperatures, both with and without the presence of MTX (Fig 5C and 5D). Table 3 summarizes the proteins identified, including ATP synthase subunit beta (A4I1G1), an activator of Hsp90 ATPase (A4HXP7), a SNF1-related protein kinase (A4I088), a putative long-chain fatty acid (A4HRH2), a GDP-mannose pyrophosphorylase (A4I048), two conserved hypothetical proteins (A4HXB7 and A4I5W4), and two ribosomal proteins (L10 and S10).
Discussion
The primary challenge in immunosuppressed patients with VL remains the inadequate effectiveness of antileishmanial treatments and the heightened risk of relapses [31,32]. This predicament is further exacerbated by the escalating emergence of drug-resistant strains in Leishmania parasites [33]. A deficient immune response can largely permit the outgrowth of persisters or other Leishmania variants that exhibit intermediate resistance levels. Of note, due to its genomic plasticity–coupled to the shared use of antileishmanials in animals and humans–, for many Leishmania infections, drug resistant parasites are likely present by the time chemotherapy starts [34]. Current research on drug resistance in Leishmania during treatment has mainly focused on the interaction between the parasite and antileishmanials, frequently ignoring the direct impact of other drugs such as immunosuppressants on Leishmania evolution. This study uncovers, for the first time, cross-resistance between MTX and Sb in clinical L. infantum isolates. This finding is significant as it may compromise treatment efficacy in immunosuppressed patients and contribute to the spread of drug-resistant parasites.
First, we assessed the responsiveness of both isolates to Sb and MTX, focusing on their capability to regulate ROS levels. LiFS-A exhibited a susceptibility to Sb and demonstrated an increased accumulation of ROS when exposed to this drug. This could be explained by the fact that the trypanothione/trypanothione reductase (TR) system, essential for the parasite’s oxidoreductive balance, is disrupted by trivalent Sb. This disruption causes a rapid efflux of T[SH]2 and glutathione and leads to apoptosis by increasing ROS and intracellular Ca2+ levels [35,36]. On the other hand, isolate LiFS-B was able to control ROS levels following MTX and Sb exposure, which correlated with a drug-resistant phenotype against both drugs. Of note, it has been observed that Leishmania strains recovered from immunosuppressed patients exhibit decreased sensitivity to Sb-based treatments [37]. Notably, most cases of secondary treatment failure with Sb occur in immunosuppressed patients due to their diminished immune response, which promotes parasite multiplication and hampers the efficacy of antimonial drugs, facilitating resistance development and subsequent relapses in leishmaniasis after treatment [37,38].
Next, we evaluated the expression of key genes involved in resistance against Sb and MTX. One of the most significant findings of this study is the clear evidence that pre-exposure to Sb results in a notable increase in the EC50 against MTX, and conversely, pre-exposure to MTX leads to a similar increase in the EC50 against Sb. Previous in vitro studies have demonstrated that exposure of parasites to Sb can lead to the co-amplification of the mrpA and ptr1 coding genes. These genes are in proximity (chromosome 23), and their amplification can occur through rearrangements within the same intergenic regions [34]. Our analyses of field isolates did not reveal overexpression of either of these two genes. However, we were able to identify a clear upregulation of dhfr in both MTX-resistant isolates. This finding is consistent with the previous study conducted by Rastrojo and colleagues, where they demonstrated the overexpression of the dhfr transcript gene in a Sb-resistant strain of L. donovani [39]. While some studies have reported the upregulation of dhfr in Sb-resistant strains, indicating its potential involvement in resistance, other studies have not observed significant changes in dhfr expression levels. It is important to note that drug resistance in Leishmania (as illustrated in this work) is multifactorial and can involve a combination of mechanisms, including alterations in drug transporters, drug metabolism, DNA repair mechanisms, and drug target modifications. Further research and investigation are required to fully elucidate the potential role of DHFR in Sb resistance and to better understand its significance in the overall resistance mechanism.
Finally, to better understand the interactions of Sb and MTX with Leishmania proteins in these two clinical isolates–as well as the potential mechanisms of cross-resistance–, we used a TPP-TR recently implemented for Leishmania parasites [25]. TPP analysis conducted in the presence of Sb indicated that proteins in the Sb-sensitive strain LiFS-A were associated with the activation of the mitochondrial respiratory chain. Within this group of proteins, we identified an NADH oxidase protein that it is known to increase its expression following exposure to Sb, resulting in an excessive production of superoxide [40]. Additionally, a mitochondrial cytochrome C1 protein was discovered, which, upon binding to Sb, could disrupt ATP synthesis, ultimately leading to the elimination of the parasites. Furthermore, we observed a highly thermally stable iron-sulfur protein that is potentially associated with the inhibition of thiol metabolism. On the other hand, the analysis of the meltome of the Sb-resistant isolate (LiFS-B) revealed significant stabilization of an alanine-tRNA ligase in the presence of Sb, along with three ribosomal proteins. These four proteins play a crucial role in ribosomal biogenesis and protein synthesis. During the late stage of promastigote differentiation, there is typically a metabolic stabilization accompanied by a decrease in the abundance of ribosomal proteins and tRNA synthetases [41]. However, variations in protein abundance could indicate a heightened metabolic activity and functional adaptation to external factors [42], such as drug pressure. Additionally, ribosomal proteins, along with translational proteins and others, contribute to the proliferation of promastigotes, allowing them to evade the host immune response and increasing their virulence [43], which is supported by findings showing that Sb-resistant field strains display increased virulence [44]. It is important to note that using the TPP-TR approach we cannot identify any direct interaction of MRPA with Sb, as this must be conjugated with thiols to bid the ABC transporter [9]. However, we were able to prove that mrpA expression levels are higher in the LiFS-B isolate.
In TPP experiments with MTX, we observed a significant increase in various proteins involved in mitochondrial processes in both field isolates. This heightened activity could help in detoxifying the effects of MTX, maintaining cellular homeostasis, and potentially activating compensatory pathways that mitigate MTX’s impact. In this way, LiFS-A’s meltome in the presence of MTX displayed an enrichment in both cytochrome c reductase activity and translation. By increasing cytochrome c reductase activity, Leishmania might improve the efficiency of its mitochondrial electron transport chain, maintaining ATP production and protecting the mitochondria from damage caused by ROS [45]. Enhanced translation in Leishmania in response to MTX exposure might be a compensatory mechanism to increase the production of proteins necessary for DNA repair, detoxification, and stress response. On the other hand, MTX induced enrichment in carboxylic acid metabolism proteins in LiFS-B’s meltome. This observation aligns with various prior studies which have identified that modifications in carboxylic acid metabolism, through either gene amplification or changes in enzyme functionality, can contribute to the development of MTX resistance in Leishmania [46,47]. Our analyses also pinpointed the interaction between PTR1 and MTX in LiFS-A. MTX competitively inhibits DHFR, which is responsible for converting dihydrofolate (DHF) to tetrahydrofolate (THF), an essential cofactor in the synthesis of nucleotides. However, PTR1 can convert DHF back to THF, thus bypassing the inhibitory action of MTX on DHFR [22,48]. In addition, we observed higher thermal stabilization of other important proteins, including an ATP synthase subunit beta and an activator of HSP90 ATPase. These findings lead us to hypothesize that there is an increase in the proton gradient during the entry of MTX into the parasites via FBT transport, which may explain the increased stabilization of ATP synthase in at least one of the resistant isolates. Markedly, the observed increase in these chaperones may be linked to an adaptation to stress by promoting protein folding and stability of certain target proteins involved in MTX metabolism, transport, or detoxification pathways.
In summary, our study highlights the potential risk of Sb-MTX cross-resistance selection when L. infantum parasites are exposed to either of these drugs. This finding may help explain the relapses of visceral leishmaniasis observed in immunosuppressed patients treated with MTX. Importantly, this new knowledge has the potential to inform the development of more tailored immunosuppression regimens, thereby reducing the risk of selecting and spreading drug-resistant parasites, particularly in endemic areas. Additionally, we have provided a comprehensive list of potential Sb- and MTX-interacting proteins and pathways that could be further explored as targets for therapeutic interventions and as biomarkers of drug resistance in future studies.
Supporting information
S1 Fig. Normalized mRNA expression levels of mrpA, ptr1, and ass in LiTW non-exposed (-) and pre-exposed (+) to MTX EC90.
mRNA expression levels of H-locus genes mrpA (A), ptr1 (B), and ass (C) were determined by quantitative real-time RT-PCR and normalized using gapdh as housekeeping gene. Results are derived from three biological replicates. Each data point represents the average ± SEM. Differences were statistically evaluated using an unpaired two-tailed t-test. ** p<0.01; *** p<0.001.
https://doi.org/10.1371/journal.pntd.0012015.s001
(TIF)
S1 Data. Proteomic data generated in this study.
https://doi.org/10.1371/journal.pntd.0012015.s002
(XLSX)
Acknowledgments
Authors want to thank Dr Aida Mínguez-Menéndez for her help with the conception of the figures.
References
- 1.
Gradoni L, Lopez-Velez R, Mokni M. Manual on case management and surveillance of the leishmaniases in the WHO European Region. Geneva, Switzerland: World Health Organisation; 2017.
- 2. Nieto A, Dominguez-Bernal G, Orden JA, De La Fuente R, Madrid-Elena N, Carrion J. Mechanisms of resistance and susceptibility to experimental visceral leishmaniosis: BALB/c mouse versus Syrian hamster model. Veterinary research. 2011;42:39. pmid:21345200
- 3. Alvar J, Velez ID, Bern C, Herrero M, Desjeux P, Cano J, et al. Leishmaniasis worldwide and global estimates of its incidence. PloS one. 2012;7:e35671. pmid:22693548
- 4.
WHO. First WHO report on neglected tropical diseases: working to overcome the global impact of neglected tropical diseases.: WHO Library Cataloguing-in-Publication Data 2010.
- 5. Ouellette M, Drummelsmith J, Papadopoulou B. Leishmaniasis: drugs in the clinic, resistance and new developments. Drug Resist Updat. 2004;7:257–266. pmid:15533763
- 6. Wyllie S, Cunningham ML, Fairlamb AH. Dual action of antimonial drugs on thiol redox metabolism in the human pathogen Leishmania donovani. J Biol Chem. 2004;279:39925–39932. pmid:15252045
- 7. Moreira VR, de Jesus LCL, Soares RP, Silva LDM, Pinto BAS, Melo MN, et al. Meglumine Antimoniate (Glucantime) Causes Oxidative Stress-Derived DNA Damage in BALB/c Mice Infected by Leishmania (Leishmania) infantum. Antimicrob Agents Chemother. 2017;61. pmid:28320726
- 8. Fernandez-Prada C, Sharma M, Plourde M, Bresson E, Roy G, Leprohon P, et al. High-throughput Cos-Seq screen with intracellular Leishmania infantum for the discovery of novel drug-resistance mechanisms. Int J Parasitol Drugs Drug Resist. 2018;8:165–173. pmid:29602064
- 9. Douanne N, Wagner V, Roy G, Leprohon P, Ouellette M, Fernandez-Prada C. MRPA-independent mechanisms of antimony resistance in Leishmania infantum. Int J Parasitol Drugs Drug Resist. 2020;13:28–37. pmid:32413766
- 10. Legare D, Cayer S, Singh AK, Richard D, Papadopoulou B, Ouellette M. ABC proteins of Leishmania. J Bioenerg Biomembr. 2001;33:469–474. pmid:11804188
- 11. El Fadili K, Messier N, Leprohon P, Roy G, Guimond C, Trudel N, et al. Role of the ABC transporter MRPA (PGPA) in antimony resistance in Leishmania infantum axenic and intracellular amastigotes. Antimicrob Agents Chemother. 2005;49:1988–1993. pmid:15855523
- 12. Douanne N, Dong G, Amin A, Bernardo L, Blanchette M, Langlais D, et al. Leishmania parasites exchange drug-resistance genes through extracellular vesicles. Cell Rep. 2022;40:111121. pmid:35858561
- 13. Rodrigues V, Cordeiro-da-Silva A, Laforge M, Silvestre R, Estaquier J. Regulation of immunity during visceral Leishmania infection. Parasites & vectors. 2016;9:118. pmid:26932389
- 14. van Griensven J, Carrillo E, López-Vélez R, Lynen L, Moreno J. Leishmaniasis in immunosuppressed individuals. Clinical Microbiology and Infection. 2014;20:286–299. pmid:24450618
- 15. Botana L, Ibarra-Meneses AV, Sanchez C, Castro A, San Martin JV, Molina L, et al. Asymptomatic immune responders to Leishmania among HIV positive patients. PLoS neglected tropical diseases. 2019;13:e0007461. pmid:31158223
- 16. Kurizky PS, Marianelli FF, Cesetti MV, Damiani G, Sampaio RNR, Goncalves LMT, et al. A comprehensive systematic review of leishmaniasis in patients undergoing drug-induced immunosuppression for the treatment of dermatological, rheumatological and gastroenterological diseases. Rev Inst Med Trop Sao Paulo. 2020;62:e28. pmid:32401957
- 17. Botana L, Ibarra-Meneses AV, Sanchez C, Matia B, San Martin JV, Moreno J, et al. Leishmaniasis: A new method for confirming cure and detecting asymptomatic infection in patients receiving immunosuppressive treatment for autoimmune disease. PLoS neglected tropical diseases. 2021;15:e0009662. pmid:34339445
- 18. Tian H, Cronstein BN. Understanding the mechanisms of action of methotrexate: implications for the treatment of rheumatoid arthritis. Bulletin of the NYU hospital for joint diseases. 2007;65:168–173. pmid:17922664
- 19. Thomas S, Fisher KH, Snowden JA, Danson SJ, Brown S, Zeidler MP. Methotrexate Is a JAK/STAT Pathway Inhibitor. PloS one. 2015;10:e0130078. pmid:26131691
- 20. Nduati E, Diriye A, Ommeh S, Mwai L, Kiara S, Masseno V, et al. Effect of folate derivatives on the activity of antifolate drugs used against malaria and cancer. Parasitol Res. 2008;102:1227–1234. pmid:18259776
- 21. Gazanion E, Fernandez-Prada C, Papadopoulou B, Leprohon P, Ouellette M. Cos-Seq for high-throughput identification of drug target and resistance mechanisms in the protozoan parasite Leishmania. Proc Natl Acad Sci U S A. 2016;113:E3012–3021. pmid:27162331
- 22. Ubeda JM, Legare D, Raymond F, Ouameur AA, Boisvert S, Rigault P, et al. Modulation of gene expression in drug resistant Leishmania is associated with gene amplification, gene deletion and chromosome aneuploidy. Genome Biol. 2008;9:R115. pmid:18638379
- 23. Bernardo L, Solana JC, Romero-Kauss A, Sanchez C, Carrillo E, Moreno J. Effect of immunosuppressants on the parasite load developed in, and immune response to, visceral leishmaniasis: A comparative study in a mouse model. PLoS neglected tropical diseases. 2021;15:e0009126. pmid:33524030
- 24. Rosa-Teijeiro C, Wagner V, Corbeil A, d’Annessa I, Leprohon P, do Monte-Neto RL, et al. Three different mutations in the DNA topoisomerase 1B in Leishmania infantum contribute to resistance to antitumor drug topotecan. Parasit Vectors. 2021;14:438. pmid:34454601
- 25. Ibarra-Meneses AV, Corbeil A, Wagner V, Beaudry F, do Monte-Neto RL, Fernandez-Prada C. Exploring direct and indirect targets of current antileishmanial drugs using a novel thermal proteomics profiling approach. Front Cell Infect Microbiol. 2022;12:954144. pmid:35992178
- 26. Franken H, Mathieson T, Childs D, Sweetman GM, Werner T, Togel I, et al. Thermal proteome profiling for unbiased identification of direct and indirect drug targets using multiplexed quantitative mass spectrometry. Nat Protoc. 2015;10:1567–1593. pmid:26379230
- 27. Miro G, Oliva G, Cruz I, Canavate C, Mortarino M, Vischer C, et al. Multicentric, controlled clinical study to evaluate effectiveness and safety of miltefosine and allopurinol for canine leishmaniosis. Vet Dermatol. 2009;20:397–404. pmid:20178476
- 28. Mahmoudvand H, Kheirandish F, Mirbadie SR, Kayedi MH, Rezaei Riabi T, Ghasemi AA, et al. The Potential Use of Methotrexate in the Treatment of Cutaneous Leishmaniasis: In Vitro Assays against Sensitive and Meglumine Antimoniate-resistant Strains of Leishmania tropica. Iranian journal of parasitology. 2017;12:339–347. pmid:28979343
- 29. Mukherjee A, Padmanabhan PK, Singh S, Roy G, Girard I, Chatterjee M, et al. Role of ABC transporter MRPA, gamma-glutamylcysteine synthetase and ornithine decarboxylase in natural antimony-resistant isolates of Leishmania donovani. J Antimicrob Chemother. 2007;59:204–211. pmid:17213267
- 30. Frezard F, Monte-Neto R, Reis PG. Antimony transport mechanisms in resistant leishmania parasites. Biophys Rev. 2014;6:119–132. pmid:28509965
- 31. Saporito L, Giammanco GM, De Grazia S, Colomba C. Visceral leishmaniasis: host-parasite interactions and clinical presentation in the immunocompetent and in the immunocompromised host. Int J Infect Dis. 2013;17:e572–576. pmid:23380419
- 32. Carrillo E, Carrasco-Anton N, Lopez-Medrano F, Salto E, Fernandez L, San Martin JV, et al. Cytokine Release Assays as Tests for Exposure to Leishmania, and for Confirming Cure from Leishmaniasis, in Solid Organ Transplant Recipients. PLoS neglected tropical diseases. 2015;9:e0004179. pmid:26496365
- 33. Leprohon P, Fernandez-Prada C, Gazanion E, Monte-Neto R, Ouellette M. Drug resistance analysis by next generation sequencing in Leishmania. Int J Parasitol Drugs Drug Resist. 2015;5:26–35. pmid:25941624
- 34. Ubeda JM, Raymond F, Mukherjee A, Plourde M, Gingras H, Roy G, et al. Genome-wide stochastic adaptive DNA amplification at direct and inverted DNA repeats in the parasite Leishmania. PLoS Biol. 2014;12:e1001868. pmid:24844805
- 35. Decuypere S, Vanaerschot M, Brunker K, Imamura H, Muller S, Khanal B, et al. Molecular mechanisms of drug resistance in natural Leishmania populations vary with genetic background. PLoS neglected tropical diseases. 2012;6:e1514. pmid:22389733
- 36. Mehta A, Shaha C. Mechanism of metalloid-induced death in Leishmania spp.: role of iron, reactive oxygen species, Ca2+, and glutathione. Free Radic Biol Med. 2006;40:1857–1868. pmid:16678023
- 37. Croft SL, Sundar S, Fairlamb AH. Drug resistance in leishmaniasis. Clin Microbiol Rev. 2006;19:111–126. pmid:16418526
- 38. Faraut-Gambarelli F, Piarroux R, Deniau M, Giusiano B, Marty P, Michel G, et al. In vitro and in vivo resistance of Leishmania infantum to meglumine antimoniate: a study of 37 strains collected from patients with visceral leishmaniasis. Antimicrob Agents Chemother. 1997;41:827–830. pmid:9087498
- 39. Rastrojo A, Garcia-Hernandez R, Vargas P, Camacho E, Corvo L, Imamura H, et al. Genomic and transcriptomic alterations in Leishmania donovani lines experimentally resistant to antileishmanial drugs. Int J Parasitol Drugs Drug Resist. 2018;8:246–264. pmid:29689531
- 40. Rais S, Perianin A, Lenoir M, Sadak A, Rivollet D, Paul M, et al. Sodium stibogluconate (Pentostam) potentiates oxidant production in murine visceral leishmaniasis and in human blood. Antimicrob Agents Chemother. 2000;44:2406–2410. pmid:10952587
- 41. Rosenzweig D, Smith D, Opperdoes F, Stern S, Olafson RW, Zilberstein D. Retooling Leishmania metabolism: from sand fly gut to human macrophage. FASEB J. 2008;22:590–602. pmid:17884972
- 42. Tsigankov P, Gherardini PF, Helmer-Citterich M, Spath GF, Zilberstein D. Phosphoproteomic analysis of differentiating Leishmania parasites reveals a unique stage-specific phosphorylation motif. J Proteome Res. 2013;12:3405–3412. pmid:23688256
- 43. Fialho L, da Fonseca Pires S, Burchmore R, McGill S, Weidt S, Ruiz JC, et al. Proteomic analysis reveals differentially abundant proteins probably involved in the virulence of amastigote and promastigote forms of Leishmania infantum. Parasitol Res. 2021;120:679–692. pmid:33415401
- 44. Vanaerschot M, De Doncker S, Rijal S, Maes L, Dujardin JC, Decuypere S. Antimonial resistance in Leishmania donovani is associated with increased in vivo parasite burden. PloS one. 2011;6:e23120. pmid:21829701
- 45. Moreira W, Leprohon P, Ouellette M. Tolerance to drug-induced cell death favours the acquisition of multidrug resistance in Leishmania. Cell Death Dis. 2011;2:e201. pmid:21881603
- 46. Papadopoulou B, Roy G, Ouellette M. A novel antifolate resistance gene on the amplified H circle of Leishmania. EMBO J. 1992;11:3601–3608. pmid:1396560
- 47. Drummelsmith J, Girard I, Trudel N, Ouellette M. Differential protein expression analysis of Leishmania major reveals novel roles for methionine adenosyltransferase and S-adenosylmethionine in methotrexate resistance. J Biol Chem. 2004;279:33273–33280. pmid:15190060
- 48. Ouellette M, Drummelsmith J, El-Fadili A, Kundig C, Richard D, Roy G. Pterin transport and metabolism in Leishmania and related trypanosomatid parasites. Int J Parasitol. 2002;32:385–398. pmid:11849635