Abstract
Although current malaria therapies inhibit pathways encoded in the parasite’s genome, we have looked for anti-malaria drugs that can target an erythrocyte component because development of drug resistance might be suppressed if the parasite cannot mutate the drug’s target. In search for such erythrocyte targets, we noted that human erythrocytes express tyrosine kinases, whereas the Plasmodium falciparum genome encodes no obvious tyrosine kinases. We therefore screened a library of tyrosine kinase inhibitors from Eli Lilly and Co. in a search for inhibitors with possible antimalarial activity. We report that although most tyrosine kinase inhibitors exerted no effect on parasite survival, a subset of tyrosine kinase inhibitors displayed potent anti-malarial activity. Moreover, all inhibitors found to block tyrosine phosphorylation of band 3 specifically suppressed P. falciparum survival at the parasite egress stage of its intra-erythrocyte life cycle. Conversely, tyrosine kinase inhibitors that failed to block band 3 tyrosine phosphorylation but still terminated the parasitemia were observed to halt parasite proliferation at other stages of the parasite’s life cycle. Taken together these results suggest that certain erythrocyte tyrosine kinases may be important to P. falciparum maturation and that inhibitors that block these kinases may contribute to novel therapies for P. falciparum malaria.
Introduction
Malaria remains a major cause of death in much of the underdeveloped world [1–6]. In 2018, there were 228 million new cases resulting in 405,000 deaths, mostly occurring in infants and the elderly [7]. Ninety percent of these cases occurred in sub-Saharan Africa where one child dies every two minutes from the parasitemia [7,8]. With multi-drug resistant strains emerging in Southeast Asia [9–15], and rates of infection beginning to increase again [8], interest in finding new cures for the disease is escalating [16–18]. Indeed, according to the World Health Organization, $2.7 billion was invested in malaria research in 2018 alone [7,19].
During previous studies of human erythrocyte membranes, we observed that tyrosine phosphorylation of the erythrocyte transmembrane protein, band 3, promotes dissociation of the spectrin-based membrane cytoskeleton from the lipid bilayer via a mechanism that involves an intramolecular association of the phosphorylated cytoplasmic domain of band 3 (cdb3) with an SH2-like (MESH) sequence within the membrane-spanning domain of band 3 [20,21]. Because this phosphorylation-induced cytoskeleton dissociation was found to cause membrane vesiculation and fragmentation [20–22], and since band 3 was observed to become increasingly tyrosine phosphorylated during maturation of Plasmodium falciparum within infected erythrocytes [23,24], we hypothesized that egress of the parasite from its red blood cell (RBC) host might require the parasite-stimulated tyrosine phosphorylation of band 3 in order to weaken the RBC membrane in preparation for parasite escape. A subsequent search for possible P. falciparum tyrosine kinases that might perform this membrane-weakening function, however, yielded no obvious tyrosine kinase gene candidate in the P. falciparum genome [25,26], suggesting that the band 3 tyrosine phosphorylation might be performed by a red blood cell encoded tyrosine kinase. When considered together with previous data showing that escape of P. falciparum from the infected RBC at the end of the parasite’s intra-erythrocyte life cycle could be prevented by inhibiting the tyrosine phosphorylation of band 3 [24], it seemed reasonable to posit that activation of an erythrocyte kinase might be required for normal parasite maturation.
In an effort to pursue a more unbiased approach towards identifying protein tyrosine kinase (PTK) inhibitors with anti-malaria activity, we screened a blinded library of kinase inhibitors from Eli Lilly and Co. for their abilities to prevent proliferation of P. falciparum in human blood cultures in vitro. We report here that Syk kinase inhibitors can prevent merozoite egress from late stage (schizont) P. falciparum infected RBCs, and that other classes of kinase inhibitors either have no effect on P. falciparum propagation or block parasite maturation at other stages of the parasite’s life cycle. Because none of the currently used anti-malaria drugs act on PTKs, it is conceivable the one of the PTK inhibitors identified here could constitute the starting point for development of an orthogonal therapy for malaria. Although several researchers have previously reported that kinase inhibitors can suppress parasitemia while others have emphasized the need to develop a host-targeted strategy for treatment of malaria [27–32], none of these studies have defined their mechanisms of action nor determined that inhibition of band 3 tyrosine phosphorylation and the consequent erythrocyte membrane destabilization can prevent parasite egress from the infected erythrocyte.
Methods
Processing of blood samples
All blood samples were obtained from healthy volunteers via venipuncture following informed consent using procedures approved by the Purdue University Institutional Review Board and conducted in accordance with Good Clinical Practice guidelines and the Declaration of Helsinki. Blood donors were Purdue University individuals (staff members and students) drawn from varying races and genders. The consent form stipulates clearly that the donation is entirely voluntary, and participants may decline to participate or withdraw from participation at any point without any penalty. No blood quality control procedures were performed on donor blood samples to test for blood pathogens.
Preparation of compounds
Forty compounds received from Eli Lilly and Co. were provided in 10 mM DMSO solution in 96-well plates and stored at -20°C until use. Each compound was identified using the last 2 digits of the plate identification code (i.e. plate K000362926 was referred to as plate 26) plus the well position in which the compound was located on the 96-well plate (i.e. 26 A2, refers to the compound on plate 26 located in well A2). These compounds were selected based on their structural similarity to tyrosine kinase inhibitors provided to Eli Lilly, to find analogs of PTKs and novel antimalarial compounds. Dilutions of each compound were prepared in DMSO and added directly to culture plates prior to addition of parasite cultures. Each compound was assessed at concentrations of 1 μM and 10 μM in duplicate wells. The amount of DMSO used in the parasite cultures during kinase treatment was always kept under 0.5% v/v. Compounds with the ability to suppress parasitemia at 1 μM were considered potent, whereas compounds that only suppressed parasitemia at 10 μM were labeled as weak inhibitors. The compounds’ structures were initially blinded until all assays in the study were completed and all results analyzed to prevent any bias.
Preparation and synchronization of P. falciparum cultures
After donation, blood was immediately processed as previously described [21]. Briefly, RBCs were separated from plasma and leukocytes by three washings in wash medium [RPMI 1640 (Invitrogen) containing 2 mM glutamine, 25 mM HEPES, 20 mM glucose, 27 μg/mL hypoxanthine and 32 μg/mL of gentamicin (Sigma) (pH 7.2)]; P. falciparum strain Palo Alto was then cultured at 1–5% hematocrit [33] under a 1% O2, 5% CO2, and 94% N2 atmosphere in complete media (CM) [wash medium supplemented with 0.5% Albumax II (Gibco)]. Parasites were synchronized using a Percoll gradient method, as previously described [24]. After allowing the synchronized parasites to mature and reinvade fresh RBCs, drug studies were performed at the desired times as hours post-invasion (hpi). To assess parasitemia and infected cell morphology, thin smears were prepared, labeled with Diff-Quick stain (Siemens), and examined by light microscopy.
Susceptibility and phenotype evaluation of treated P. falciparum cultures
After allowing the synchronized parasites to mature and reinvade fresh RBCs, ring stage infected cultures at 2% hematocrit (hct) (0.5–1% parasitemia) in CM were treated with the compounds provided by Eli Lilly described above. Healthy erythrocytes used for culturing and experimentation were collected from the same donor to reduce any possible donor-related variations. Analysis time points included 24 h after treatment to evaluate growth inhibition and 48 h after treatment to evaluate reinvasion efficiency. At the specified time points, aliquots of the desired culture were removed and stained with SYBR Green I DNA stain prior to analysis by flow cytometry to determine level of parasitemia (DNA abundance) per cell. Data was analyzed using Flow Jo. To assess parasitemia and infected cell morphology, thin smears were prepared, labeled with Diff-Quick stain (Siemens) and examined by light microscopy.
Induction of tyrosine phosphorylation of uninfected RBCs with o-vanadate and diamide
Blood collected from healthy volunteers as described above was centrifuged to remove the plasma and buffy coat layer (containing white blood cells). Red cells were then washed thrice with phosphate buffered saline [137 mM NaCl, 2.7 mM KCl, 8 mM Na2HPO4, and 2 mM KH2PO4, pH 7.4] supplemented with 5 mM glucose (PBS-G) and resuspended in PBS-G at 30% hct prior to treatment with the desired kinase inhibitors in a final DMSO concentration of 0.5% v/v. Samples treated solely with either orthovanadate (OV) or diamide served as positive controls while samples treated solely with DMSO served as negative controls. After addition of inhibitors, samples were incubated for 1 h at 37°C with shaking, after which 2 mM orthovanadate or 2 mM diamide was added to induce band 3 tyrosine phosphorylation. The samples were again incubated for 1 h at 37°C with shaking and then centrifuged to collect the erythrocytes. The pelleted erythrocytes were then lysed by resuspending in 10 volumes of ice-cold lysis buffer [5 mM Na2HPO4, 1 mM EDTA, 0.5 g/100 mL sodium azide (pH 8.0)] supplemented with 1 mM phenylmethylsulfonyl fluoride (PMSF), phosphatase inhibitors cocktails 2 and 3, and protease inhibitor cocktail (Sigma) (added immediately before use) for 10 minutes and the resulting membranes were collected by centrifugation at 0°C. After aspiration of the supernatant, the remaining RBC ghosts were washed another 3 times with cold lysis buffer/1mM PMSF and centrifuged. The pelleted ghosts were solubilized in 2X Laemmli sample buffer (2% SDS) containing 5% 2-mercaptoethanol and 1mM PMSF and incubated for 30 min prior to storage at -80°C until analysis.
Quantitation of the inhibition of malaria-induced band 3 tyrosine phosphorylation by Western blotting
To analyze inhibition of band 3 tyrosine phosphorylation by certain Eli Lilly kinase inhibitors, synchronized ring stage cultures at 20% parasitemia were removed, washed with CM and resuspended at 1% hct in CM prior to addition of 5 μM (final concentration) inhibitor. After incubation for 18 hours under a 1% O2, 5% CO2, and 94% N2 atmosphere in CM [24,33], the treated cells were transferred into 1.5 mL tubes and pelleted. Supernatants were removed and ice-cold lysis buffer was added to the 1.5 mL mark of each tube prior to incubation on ice for 30 minutes. Ghost membranes were prepared as described above, solubilized in 4X Laemmli sample buffer (2% SDS) containing 0.5 mM dithiothreitol (DTT) and 1mM PMSF, and incubated for 30 minutes at 45°C prior to storage at -20°C until SDS-PAGE analysis.
For SDS-PAGE analysis, samples were first thawed and then incubated at 95°C for 5 min. Samples were loaded onto a 10% polyacrylamide gel, subjected to electrophoresis, and transferred onto nitrocellulose membranes for Western blotting. Nonspecific binding was blocked by incubating membranes overnight in 5% non-fat milk–TBST [25 mM Tris, 140 mM NaCl, 3 mM KCl, 0.5% (v/v) Tween-20, pH 8.0] at 4°C with rocking. Membranes were then probed with anti-p-Tyr (PY99) (1:1000; mouse monoclonal; Santa Cruz Biotechnology # SC-7020) and anti-actin (1:10,000; rabbit polyclonal; Sigma Aldrich #A2103) antibodies in TBST for 1h at room temperature (RT) with gentle agitation. After washing, the membranes were incubated in secondary antibodies (1:10,000 anti-rabbit IgG, HRP-linked or 1:10,000 anti-mouse IgG, HRP-linked antibody according to the isotype of the primary antibody; Jackson ImmunoResearch Laboratories Inc. #715-035-150(Mouse) or #711-035-152(Rabbit)) for 30–60 min at RT with shaking and subsequently washed with TBST. When needed, a specific anti-phosphotyrosine antibody capable of detecting phosphorylated tyrosine 8 of band 3, was used in place of the nonspecific anti-phosphotyrosine antibody at 1:5000 dilution. The anti-phosphotyrosine 8 antibody was prepared in our lab with the help of Proteintech Inc. (Proteintech; antigen name: Li2760-EC1). Mouse monoclonal anti-band 3 antibody was obtained from Sigma Chemical Co. (#B9277) and used for band 3 staining at 1:10,000 dilution. Proteins were visualized by incubation with chemiluminescent substrate on a ChemiDoc Imaging System using Image Lab software (Bio-Rad).
Results
In an effort to obtain an unbiased analysis of the effects of different PTK inhibitors on P. falciparum survival in human blood cultures, we established an Eli Lilly & Co.-Purdue University collaboration in which Eli Lilly researchers shared samples of 40 potent compounds from their tyrosine kinase inhibitor library [34–36] with Purdue researchers who then evaluated these compounds for inhibition of parasite propagation and band 3 tyrosine phosphorylation in a blinded manner. Each of the 40 kinase inhibitors was added to P. falciparum cultures at their ring stage of development and propagation of the cultures was monitored for 99 hours. As seen in Fig 1, most inhibitors displayed little to no effect on parasite propagation, prompting us to dismiss them from further consideration. In contrast, a few inhibitors on each plate were observed to either reduce or completely prevent parasite proliferation, with a subset of these inhibitors impacting parasite survival at only 10 μM concentration (Fig 2, panel A) and a more potent subset exhibiting efficacy at 1 μM (panel B). To obtain information on the stage of parasite development at which each inhibitor interrupted the parasite’s life cycle, inhibitor-exposed cultures that displayed suppression of parasite proliferation (Fig 2) were further examined microscopically for information on the stage of P. falciparum maturation where development was halted. In all cases, synchronized cultures were treated during their ring stage of development and examined over the following 48 hours. As shown in Fig 3, four different classes of inhibitors were identified based on these criteria. Although inhibitor-free cultures (DMSO controls) progressed through a normal life cycle in the typical 48 h time frame, cultures incubated with compounds 47F and 23D were found to die during the ring stage of their initial life cycle. In contrast, cultures exposed to compounds 32C and 32D were halted at the trophozoite stage of maturation and parasitized cells treated with 23B3 and 32A3 were interrupted at the schizont stage of development. Finally, cultures exposed to 32E, 47H, 47A3, and 26D all died during the segmenter stage of their first life cycle, i.e. the same stage observed in cultures treated with known Syk kinase inhibitor controls. These data imply that the different kinase inhibitors likely act on a spectrum of molecular targets that become critical to parasite development at varying stages of development.
Because our initial hypothesis proposed that tyrosine kinase inhibitors that blocked phosphorylation of band 3 should prevent parasite egress at the schizont/segmenter stage of the parasite’s life cycle [24,37], we elected to explore whether the compounds that blocked parasite development at the egress stage (e.g. 47A3, 32E, 47H, and 26D) might also inhibit band 3 tyrosine phosphorylation. However, because intact band 3 and most other erythrocyte membrane proteins could not be resolved in SDS-PAGE gels at this late stage of parasite development [23,37], we were forced to evaluate inhibition of band 3 tyrosine phosphorylation at earlier stages of parasite maturation; i.e. where intact erythrocyte membrane proteins are more abundant and readily identified by SDS-PAGE. As shown in Fig 4A, all four schizont/segmenter stage inhibitors were found to reduce band 3 tyrosine phosphorylation at this earlier stage of parasite development. While two of the other inhibitors (47F and 23D; supplemental S2 Fig) were found to inhibit o-vanadate and diamide induced band 3 tyrosine phosphorylation, this inhibitory activity could not contribute to their anti-malaria potency, because they were found to interrupt the parasite’s life cycle at an earlier stage of development. To provide direct evidence that the strong phosphotyrosine signal detected at ~100 kDa indeed derives from band 3, we employed both an antibody specific for phosphotyrosine 8 on band 3 and an antibody that recognizes the protein band 3 to stain analogous immunoblots of malaria-infected RBCs. As shown in S3 Fig, the antibody specific for phosphotyrosine 8 on band 3 stains both orthovanadate-treated and malaria infected RBC membranes (panel A). Moreover, as demonstrated in panel B, this band co-migrates with the band that stains positive with the anti-band 3 specific antibody. We therefore conclude that the major tyrosine phosphorylated protein in the membranes of malaria-infected RBCs is erythrocyte band 3 and that erythrocyte band 3 is phosphorylated at least on tyrosine 8 of band 3 in malaria infected cells.
Next, to further confirm that these same four tyrosine kinase inhibitors are capable of suppressing the tyrosine kinase(s) that phosphorylate band 3 in situ, we treated healthy RBCs with two well-established inhibitors of erythrocyte tyrosine phosphatases (i.e. ortho-vanadate or diamide) that promote natural band 3 tyrosine phosphorylation by suppressing its constitutive dephosphorylation [38–44]. We then evaluated the abilities of these segmenter stage-specific tyrosine kinase inhibitors to block the endogenous phosphorylation of band 3. As shown in Fig 4B, all four inhibitors reduced both o-vanadate- and diamide-induced tyrosine phosphorylation of band 3 in a similar manner, albeit with different potencies. More importantly, the order of potencies for inhibition of band 3 tyrosine phosphorylation (47H≥47A3>32E2>>26D2) correlated crudely with the ranking of potencies for inhibition of parasite egress (47A3>32E2≥47H> >26D2) (see also IC50 values in supplemental S1 Fig panels A and B), arguing that the four identified PTK inhibitors likely function at least in part by suppressing tyrosine phosphorylation of band 3, as proposed previously [37].
That inhibition of other kinases might also contribute to the anti-malarial activities of these suspected tyrosine kinase inhibitors is suggested by the fact that potent inhibitors of other stages of P. falciparum development had no effect on band 3 tyrosine phosphorylation (e.g. 23B3, 26A3, 26B3, 32A3, 32B2, 32D, 32C and 47F; Figs 1 and 2, and supplemental information S2 Fig), suggesting that inhibition of other tyrosine kinases can also terminate the parasitemia. Because no known tyrosine kinase inhibitors have been found to be specific for a single tyrosine kinase, the identities of these other kinases could not be ascertained from the specificities of the inhibitors.
Upon completion of our blinded analysis of the effects of these PTK inhibitors analogs on parasite maturation, we submitted our ranked list of the 10 most potent anti-malaria kinase inhibitors to our Eli Lilly collaborators for annotation with chemical identities and primary kinase target identification [36,45–50]. Data from the annotation revealed that all potent inhibitors of P. falciparum egress at the segmenter stage as well as inhibitors of diamide and o-vanadate induced band 3 tyrosine phosphorylation (Fig 4B) display Syk tyrosine kinase inhibitory activity. Moreover, all kinase inhibitors that terminated the parasite’s life cycle at earlier stages of parasite development (i.e. schizont, trophozoite or ring stage) were found to be promiscuous kinase inhibitors, displaying inhibitory activities against multiple families of both tyrosine and serine/threonine kinases (Table 1). Assuming that these molecules act by inhibiting kinases involved in parasite development, it would appear that multiple kinases must perform important functions during P. falciparum proliferation and maturation. It can also be concluded that erythrocyte Syk-mediated weakening of the RBC membrane likely constitutes a critical step in the egress of mature merozoites from their erythrocyte hosts.
Table 1. Structures of tyrosine kinase inhibitors used in this study.
Drug Code | Structure | Class of Inhibitor | Most active kinase |
---|---|---|---|
47F | Imatinib-Analog | Aurora A kinase | |
23D | Staurosporine | Broad spectrum kinase inhibitor | |
32C | No syk activity | CDC7, promiscuous | |
32D | No syk activity | MAP2K1, promiscuous | |
32A3 | No syk activity | CDK9, promiscuous | |
32E | Syk inhibitor IV | Syk | |
47H | Syk inhibitor R406 | Syk | |
47A3 | Syk inhibitor IV analog | Syk, PI-3 kinase | |
26D | Syk inhibitor IV analog | Syk, PI-3 kinase | |
23B3 | Proprietary structure | No syk activity | CDC7, promiscuous |
Discussion
Based on the above data and other publications from our labs [24,37], we conclude that erythrocyte Syk performs a critical function in the P. falciparum life cycle, and that its inhibition terminates the life cycle by preventing merozoite egress from the infected RBC. Data supporting this contention include the observations that i) band 3 tyrosine phosphorylation dramatically increases as parasite maturation progresses [23,24,37], ii) Syk is the major erythrocyte tyrosine kinase found to phosphorylate band 3 in vivo [21,51], iii) Syk is progressively activated and recruited to the RBC membrane as the parasite matures [23,52,53], iv) all known Syk inhibitors (and band 3 tyrosine phosphorylation inhibitors) display antimalarial activity [24,37], and v) incubation of parasite cultures with Syk inhibitors does not significantly alter earlier stages of parasite maturation even though the rise in band 3 tyrosine phosphorylation begins early and increases as the parasite progresses through its life cycle [24,37]. Collectively, these results argue that Syk kinase inhibitors interrupt a critical step required for parasite escape from its RBC host. The data also suggest that a potent and selective Syk inhibitor could constitute an excellent candidate for treatment of malaria.
Whether any of the inhibitors examined in this study directly kill the parasite or simply prevent its maturation is difficult to determine from the data. Thus, the supply of nutrients to the maturing parasite may be a limiting factor, especially as the hemoglobin and other RBC proteins are progressively consumed. Consequently, any drug that delays or halts parasite maturation could cause the parasite to die due to starvation. Moreover, once progression of the parasite through its life cycle is halted, toxic byproducts of parasite metabolism (e.g. unpolymerized heme) [54–56] could accumulate, rendering the intra-erythrocyte milieu increasingly incompatible with parasite survival, i.e. perhaps poisoning the parasite to death. With still other causes of P. falciparum death conceivable, the specific cause of death induced by tyrosine kinase inhibitors cannot be unambiguously defined. However, in can now be firmly concluded that inhibition of Syk can induce it.
Based on many previous studies, we wish to propose a sequence of events culminating in Syk inhibitor termination of P. falciparum parasitemia. Like diamide, consumption of hemoglobin and the concomitant release of heme creates a strongly oxidizing environment within the infected RBC [52,57–59]. Oxidation of active site cysteines in both major RBC tyrosine phosphatases then inhibits their activity [22,57,60–62], leading to stable band 3 tyrosine phosphorylation by constitutively active Syk. This tyrosine phosphorylation then promotes an intramolecular interaction between the phosphotyrosines on band 3 and an SH2-like domain within the membrane-spanning domain of band 3 [20] that in turn triggers dissociation of ankyrin and the spectrin-based RBC cytoskeleton from band 3 [21,63]. The resulting disjunction of the cytoskeleton from the membrane then causes the predicted weakening of the RBC membrane that allows parasite egress from the weakened RBC [24,37]. Inhibition of Syk catalyzed band 3 phosphorylation specifically blocks this weakening, preventing the escape of P. falciparum from its RBC host at the end of its life cycle. Based on these observations and the fact that the parasite cannot mutate an erythrocyte tyrosine kinase, we anticipate that a Syk kinase inhibitor, perhaps in combination with an artemisinin-like anti-malarial, might constitute a mutation-resistant therapy for malaria. Clinical trials currently underway in Vietnam and Laos should provide an accurate test of this hypothesis (see ClinicalTrials.gov; Identifier: NCT02614404 and/or NCT03697668).
Supporting information
Data Availability
All relevant data are within the manuscript and its Supporting Information files.
Funding Statement
This work was supported by a grant from the National Institutes of Health, USA (GM24417- 39/40 to PSL). The funder provided support in the form of salaries for authors KK and PN, and purchase of research materials, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. Authors PH and MV are employed by Eli Lilly and Company. Eli Lilly and Company provided the test drugs, but did not have any role in the study design, data collection, funding, or decision to publish. The roles of the authors are clearly defined in the authors’ contribution section.
References
- 1.WHO. Top 10 Causes of Death [Internet]. 2018 [cited 2020 Apr 11]. Available from: https://www.who.int/news-room/fact-sheets/detail/the-top-10-causes-of-death.
- 2.Abossie A, Yohanes T, Nedu A, Tafesse W, Damitie M. Prevalence of Malaria and Associated Risk Factors Among Febrile Children Under Five Years: A Cross-Sectional Study in Arba Minch Zuria District, South Ethiopia. Infect Drug Resist [Internet]. 2020. February 7;13:363–72. Available from: https://pubmed.ncbi.nlm.nih.gov/32104008. 10.2147/IDR.S223873 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Thellier M, Simard F, Musset L, Cot M, Velut G, Kendjo E, et al. Changes in malaria epidemiology in France and worldwide, 2000–2015. Médecine Mal Infect [Internet]. 2020;50(2):99–112. Available from: http://www.sciencedirect.com/science/article/pii/S0399077X18305924. 10.1016/j.medmal.2019.06.002 [DOI] [PubMed] [Google Scholar]
- 4.Prajapati Kishorilal, Aparna Trivedi MNP. To study the outcome of life threatening complications in patients with complicated malaria. Int J Med Biomed Stud [Internet]. 2020;4(2). Available from: https://ijmbs.info/index.php/ijmbs/article/view/1002. [Google Scholar]
- 5.Conroy AL, McDonald CR, Kain KC. Malaria in pregnancy: diagnosing infection and identifying fetal risk. Expert Rev Anti Infect Ther. 2012. November;10(11):1331–42. 10.1586/eri.12.123 [DOI] [PubMed] [Google Scholar]
- 6.Elphinstone RE, Weckman AM, McDonald CR, Tran V, Zhong K, Madanitsa M, et al. Early malaria infection, dysregulation of angiogenesis, metabolism and inflammation across pregnancy, and risk of preterm birth in Malawi: A cohort study. PLoS Med. 2019. October;16(10). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.WHO. Malaria [Internet]. 2020. Available from: https://www.who.int/news-room/fact-sheets/detail/malaria.
- 8.WHO. Malaria [Internet]. 2019 [cited 2019 Feb 10]. Available from: https://www.who.int/news-room/facts-in-pictures/detail/malaria.
- 9.Nayyar GML, Breman JG, Newton PN, Herrington J. Poor-quality antimalarial drugs in southeast Asia and sub-Saharan Africa. Lancet Infect Dis [Internet]. 2012;12(6):488–96. Available from: http://www.sciencedirect.com/science/article/pii/S1473309912700646. 10.1016/S1473-3099(12)70064-6 [DOI] [PubMed] [Google Scholar]
- 10.Ouji M, Augereau J-M, Paloque L, Benoit-Vical F. Plasmodium falciparum resistance to artemisinin-based combination therapies: A sword of Damocles in the path toward malaria elimination TT—Résistance de Plasmodium falciparum aux combinaisons thérapeutiques à base d’artémisinine : une épée de Damoclès. Parasite [Internet]. 2018;25:24 Available from: https://www.ncbi.nlm.nih.gov/pubmed/29676250. 10.1051/parasite/2018021 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Fairhurst RM, Dondorp AM. Artemisinin-resistant Plasmodium falciparum malaria. Microbiol Spectr [Internet]. 2016. June;4(3). Available from: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4992992/. 10.1128/microbiolspec.EI10-0013-2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ariey F, Witkowski B, Amaratunga C, Beghain J, Langlois A-C, Khim N, et al. A molecular marker of artemisinin-resistant Plasmodium falciparum malaria. Nature. 2014. January;505(7481):50–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Lu F, Culleton R, Zhang M, Ramaprasad A, von Seidlein L, Zhou H, et al. Emergence of Indigenous Artemisinin-Resistant Plasmodium falciparum in Africa. N Engl J Med [Internet]. 2017;376(10):991–3. Available from: 10.1056/NEJMc1612765. [DOI] [PubMed] [Google Scholar]
- 14.Dondorp AM, Nosten F, Yi P, Das D, Phyo AP, Tarning J, et al. Artemisinin Resistance in Plasmodium falciparum Malaria. N Engl J Med [Internet]. 2009. July 30;361(5):455–67. Available from: 10.1056/NEJMoa0808859 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Bazie Valérie B., Abdoul Karim Ouattara, Tani Sagna, Tegwindé Rebeca Compaore, Serge Théophile Soubeiga, Pegdwendé Abel Sorgho, et al. Resistance of Plasmodium falciparum to Sulfadoxine-Pyrimethamine (Dhfr and Dhps) and Artemisinin and Its Derivatives (K13): A Major Challenge for Malaria Elimination in West Africa. J Biosci Med [Internet]. 2020;8(2):82–95. Available from: https://www.scirp.org/journal/cta.aspx?paperid=98264. [Google Scholar]
- 16.Rosenthal PJ. Are three drugs for malaria better than two? Lancet [Internet]. 2020. April 25;395(10233):1316–7. Available from: 10.1016/S0140-6736(20)30560-2 [DOI] [PubMed] [Google Scholar]
- 17.Conrad MD, Rosenthal PJ. Antimalarial drug resistance in Africa: the calm before the storm? Lancet Infect Dis. 2019. October;19(10):e338–51. 10.1016/S1473-3099(19)30261-0 [DOI] [PubMed] [Google Scholar]
- 18.Pacheco MA, Forero-Peña DA, Schneider KA, Chavero M, Gamardo A, Figuera L, et al. Malaria in Venezuela: changes in the complexity of infection reflects the increment in transmission intensity. Malar J [Internet]. 2020;19(1):176 Available from: 10.1186/s12936-020-03247-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Cibulskis RE, Alonso P, Aponte J, Aregawi M, Barrette A, Bergeron L, et al. Malaria: Global progress 2000–2015 and future challenges. Infect Dis Poverty [Internet]. 2016;5(1):61 Available from: 10.1186/s40249-016-0151-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Puchulu-Campanella E, Turrini FM, Li Y-H, Low PS. Global transformation of erythrocyte properties via engagement of an SH2-like sequence in band 3. Proc Natl Acad Sci [Internet]. 2016. November 29;113(48):13732 LP– 13737. Available from: http://www.pnas.org/content/113/48/13732.abstract. 10.1073/pnas.1611904113 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Ferru E, Giger K, Pantaleo A, Campanella E, Grey J, Ritchie K, et al. Regulation of membrane-cytoskeletal interactions by tyrosine phosphorylation of erythrocyte band 3. Blood. 2011. June;117(22):5998–6006. 10.1182/blood-2010-11-317024 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Noomuna P, Risinger M, Zhou S, Seu K, Man Y, An R, et al. Inhibition of Band 3 tyrosine phosphorylation: a new mechanism for treatment of sickle cell disease. Br J Haematol [Internet]. 2020;190(4):599–609. Available from: https://onlinelibrary.wiley.com/doi/abs/10.1111/bjh.16671. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Pantaleo A, Ferru E, Carta F, Mannu F, Giribaldi G, Vono R, et al. Analysis of changes in tyrosine and serine phosphorylation of red cell membrane proteins induced by P. falciparum growth. Proteomics. 2010. October;10(19):3469–79. 10.1002/pmic.201000269 [DOI] [PubMed] [Google Scholar]
- 24.Kesely KR, Pantaleo A, Turrini FM, Olupot-Olupot P, Low PS. Inhibition of an Erythrocyte Tyrosine Kinase with Imatinib Prevents Plasmodium falciparum Egress and Terminates Parasitemia. PLoS One. 2016;11(10). 10.1371/journal.pone.0164895 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Ward P, Equinet L, Packer J, Doerig C. Protein kinases of the human malaria parasite Plasmodium falciparum: the kinome of a divergent eukaryote. BMC Genomics. 2004. October;5:79 10.1186/1471-2164-5-79 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Solyakov L, Halbert J, Alam MM, Semblat J-P, Dorin-Semblat D, Reininger L, et al. Global kinomic and phospho-proteomic analyses of the human malaria parasite Plasmodium falciparum. Nat Commun. 2011. November;2:565 10.1038/ncomms1558 [DOI] [PubMed] [Google Scholar]
- 27.Klinkert M-Q, Heussler V. The use of anticancer drugs in antiparasitic chemotherapy. Mini Rev Med Chem. 2006. February;6(2):131–43. 10.2174/138955706775475939 [DOI] [PubMed] [Google Scholar]
- 28.Sicard A, Semblat J-P, Doerig C, Hamelin R, Moniatte M, Dorin-Semblat D, et al. Activation of a PAK-MEK signalling pathway in malaria parasite-infected erythrocytes. Cell Microbiol. 2011. June;13(6):836–45. 10.1111/j.1462-5822.2011.01582.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Murphy SC, Harrison T, Hamm HE, Lomasney JW, Mohandas N, Haldar K. Erythrocyte G protein as a novel target for malarial chemotherapy. PLoS Med. 2006. December;3(12): 10.1371/journal.pmed.0030528 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Cunha-Rodrigues M, Portugal S, Prudêncio M, Gonçalves LA, Casalou C, Buger D, et al. Genistein-supplemented diet decreases malaria liver infection in mice and constitutes a potential prophylactic strategy. PLoS One. 2008. July;3(7). 10.1371/journal.pone.0002732 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Dluzewski AR, Garcia CR. Inhibition of invasion and intraerythrocytic development of Plasmodium falciparum by kinase inhibitors. Experientia. 1996. June;52(6):621–3. 10.1007/BF01969742 [DOI] [PubMed] [Google Scholar]
- 32.Woodring JL, Patel G, Erath J, Behera R, Lee PJ, Leed SE, et al. Evaluation of aromatic 6-substituted thienopyramidines as scaffolds against parasites that cause trypanosomiasis, leishmaniasis, and malaria. Medchemcomm. 2015. February;6(2):339–46. 10.1039/C4MD00441H [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Trager W, Jensen JB. Human malaria parasites in continuous culture. Science. 1976. August;193(4254):673–5. [DOI] [PubMed] [Google Scholar]
- 34.Early JV, Casey A, Martinez-Grau MA, Gonzalez Valcarcel IC, Vieth M, Ollinger J, et al. Oxadiazoles Have Butyrate-Specific Conditional Activity against Mycobacterium tuberculosis. Antimicrob Agents Chemother [Internet]. 2016. May 23;60(6):3608–16. Available from: https://pubmed.ncbi.nlm.nih.gov/27044545. 10.1128/AAC.02896-15 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Martin E, Knapp S, Engh RA, Moebitz H, Varin T, Roux B, et al. Perspective on computational and structural aspects of kinase discovery from IPK2014. Biochim Biophys Acta. 2015. October;1854(10 Pt B):1595–604. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Sutherland JJ, Gao C, Cahya S, Vieth M. What general conclusions can we draw from kinase profiling data sets? Biochim Biophys Acta—Proteins Proteomics [Internet]. 2013;1834(7):1425–33. Available from: http://www.sciencedirect.com/science/article/pii/S1570963913000058. 10.1016/j.bbapap.2012.12.023 [DOI] [PubMed] [Google Scholar]
- 37.Pantaleo A, Kesely KR, Pau MC, Tsamesidis I, Schwarzer E, Skorokhod OA, et al. Syk inhibitors interfere with erythrocyte membrane modification during P falciparum growth and suppress parasite egress. Blood [Internet]. 2017. August 24;130(8):1031 LP– 1040. Available from: http://www.bloodjournal.org/content/130/8/1031. 10.1182/blood-2016-11-748053 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Peters KG, Davis MG, Howard BW, Pokross M, Rastogi V, Diven C, et al. Mechanism of insulin sensitization by BMOV (bis maltolato oxo vanadium); unliganded vanadium (VO4) as the active component. J Inorg Biochem. 2003. August;96(2–3):321–30. 10.1016/s0162-0134(03)00236-8 [DOI] [PubMed] [Google Scholar]
- 39.Crans DC, Smee JJ, Gaidamauskas E, Yang L. The chemistry and biochemistry of vanadium and the biological activities exerted by vanadium compounds. Chem Rev. 2004. February;104(2):849–902. 10.1021/cr020607t [DOI] [PubMed] [Google Scholar]
- 40.Bordin L, Brunati AM, Donella-Deana A, Baggio B, Toninello A, Clari G. Band 3 is an anchor protein and a target for SHP-2 tyrosine phosphatase in human erythrocytes. Blood. 2002. July;100(1):276–82. [DOI] [PubMed] [Google Scholar]
- 41.Gilge JL, Fisher M, Chai Y-C. The Effect of Oxidant and the Non-Oxidant Alteration of Cellular Thiol Concentration on the Formation of Protein Mixed-Disulfides in HEK 293 Cells. PLoS One [Internet]. 2008. December 24;3(12). Available from: 10.1371/journal.pone.0004015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Monteiro HP, Ivaschenko Y, Fischer R, Stern A. Inhibition of protein tyrosine phosphatase activity by diamide is reversed by epidermal growth factor in fibroblasts. FEBS Lett. 1991. December;295(1–3):146–8. 10.1016/0014-5793(91)81405-w [DOI] [PubMed] [Google Scholar]
- 43.Hafen E. Kinases and Phosphatases—A Marriage Is Consummated. Science (80-) [Internet]. 1998. May 22;280(5367):1212 LP– 1213. Available from: http://science.sciencemag.org/content/280/5367/1212.abstract. [DOI] [PubMed] [Google Scholar]
- 44.Hunter T. Protein kinases and phosphatases: the yin and yang of protein phosphorylation and signaling. Cell. 1995. January;80(2):225–36. 10.1016/0092-8674(95)90405-0 [DOI] [PubMed] [Google Scholar]
- 45.Ahuja LG, Aoto PC, Kornev AP, Veglia G, Taylor SS. Dynamic allostery-based molecular workings of kinase:peptide complexes. Proc Natl Acad Sci [Internet]. 2019. July 23;116(30):15052 LP– 15061. Available from: http://www.pnas.org/content/116/30/15052. 10.1073/pnas.1900163116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Borhani DW, Shaw DE. The future of molecular dynamics simulations in drug discovery. J Comput Aided Mol Des. 2012. January;26(1):15–26. 10.1007/s10822-011-9517-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Gao C, Desaphy J, Vieth M. Are induced fit protein conformational changes caused by ligand-binding predictable? A molecular dynamics investigation. J Comput Chem. 2017. June;38(15):1229–37. 10.1002/jcc.24714 [DOI] [PubMed] [Google Scholar]
- 48.Meng Y, Gao C, Clawson DK, Atwell S, Russell M, Vieth M, et al. Predicting the Conformational Variability of Abl Tyrosine Kinase using Molecular Dynamics Simulations and Markov State Models. J Chem Theory Comput [Internet]. 2018. May 8;14(5):2721–32. Available from: 10.1021/acs.jctc.7b01170 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Wang L, Wu Y, Deng Y, Kim B, Pierce L, Krilov G, et al. Accurate and reliable prediction of relative ligand binding potency in prospective drug discovery by way of a modern free-energy calculation protocol and force field. J Am Chem Soc. 2015. February;137(7):2695–703. 10.1021/ja512751q [DOI] [PubMed] [Google Scholar]
- 50.Lovera S, Morando M, Pucheta-Martinez E, Martinez-Torrecuadrada JL, Saladino G, Gervasio FL. Towards a Molecular Understanding of the Link between Imatinib Resistance and Kinase Conformational Dynamics. PLoS Comput Biol. 2015. November;11(11). 10.1371/journal.pcbi.1004578 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Harrison ML, Isaacson CC, Burg DL, Geahlen RL, Low PS. Phosphorylation of human erythrocyte band 3 by endogenous p72syk. J Biol Chem. 1994. January;269(2):955–9. [PubMed] [Google Scholar]
- 52.Pantaleo A, Ferru E, Giribaldi G, Mannu F, Carta F, Matte A, et al. Oxidized and poorly glycosylated band 3 is selectively phosphorylated by Syk kinase to form large membrane clusters in normal and G6PD-deficient red blood cells. Biochem J [Internet]. 2009. March 1;418(2):359 LP– 367. Available from: http://www.biochemj.org/content/418/2/359. 10.1042/BJ20081557 [DOI] [PubMed] [Google Scholar]
- 53.Adderley JD, John von Freyend S, Jackson SA, Bird MJ, Burns AL, Anar B, et al. Analysis of erythrocyte signalling pathways during Plasmodium falciparum infection identifies targets for host-directed antimalarial intervention. Nat Commun [Internet]. 2020. August 11;11(1):4015 Available from: https://pubmed.ncbi.nlm.nih.gov/32782246. 10.1038/s41467-020-17829-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Pabón A, Carmona J, Burgos LC, Blair S. Oxidative stress in patients with non-complicated malaria. Clin Biochem [Internet]. 2003;36(1):71–8. Available from: http://www.sciencedirect.com/science/article/pii/S000991200200423X. 10.1016/s0009-9120(02)00423-x [DOI] [PubMed] [Google Scholar]
- 55.Becker K, Tilley L, Vennerstrom JL, Roberts D, Rogerson S, Ginsburg H. Oxidative stress in malaria parasite-infected erythrocytes: host–parasite interactions. Int J Parasitol [Internet]. 2004;34(2):163–89. Available from: http://www.sciencedirect.com/science/article/pii/S002075190300314X. 10.1016/j.ijpara.2003.09.011 [DOI] [PubMed] [Google Scholar]
- 56.Dondorp AM, Omodeo-Salè F, Chotivanich K, Taramelli D, White NJ. Oxidative stress and rheology in severe malaria. Redox Rep [Internet]. 2003;8(5):292–4. Available from: 10.1179/135100003225002934 [DOI] [PubMed] [Google Scholar]
- 57.Zipser Y, Piade A, Kosower NS. Erythrocyte thiol status regulates band 3 phosphotyrosine level via oxidation/reduction of band 3-associated phosphotyrosine phosphatase. FEBS Lett [Internet]. 1997. April 7;406(1–2):126–30. Available from: 10.1016/s0014-5793(97)00263-9 [DOI] [PubMed] [Google Scholar]
- 58.Minetti M, Mallozzi C, Scorza G, Scott MD, Kuypers FA, Lubin BH. Role of oxygen and carbon radicals in hemoglobin oxidation. Arch Biochem Biophys. 1993. April;302(1):233–44. 10.1006/abbi.1993.1205 [DOI] [PubMed] [Google Scholar]
- 59.Tsamesidis I.; Reybier K.; Marchetti G.; Pau M.C.; Virdis P.; Fozza C.; et al. Syk Kinase Inhibitors Synergize with Artemisinins by Enhancing Oxidative Stress in Plasmodium falciparum-Parasitized Erythrocytes. Antioxidants. 2020;9(753). [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Pantaleo A, Ferru E, Pau MC et al. Band 3 Erythrocyte Membrane Protein Acts as Redox Stress Sensor Leading to Its Phosphorylation by p72 Syk. Hindawi [Internet]. 2016;2016 Available from: https://www.hindawi.com/journals/omcl/2016/6051093/cta/. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Karisch R, Fernandez M, Taylor P, Virtanen C, St-Germain JR, Jin LL, et al. Global proteomic assessment of the classical protein-tyrosine phosphatome and “Redoxome.” Cell [Internet]. 2011. September 2;146(5):826–40. Available from: https://pubmed.ncbi.nlm.nih.gov/21884940. 10.1016/j.cell.2011.07.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Zipser Y, Piade A, Barbul A, Korenstein R, Kosower NS. Ca2+ promotes erythrocyte band 3 tyrosine phosphorylation via dissociation of phosphotyrosine phosphatase from band 3. Biochem J [Internet]. 2002. November 15;368(Pt 1):137–44. Available from: https://www.ncbi.nlm.nih.gov/pubmed/12175337. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Anong WA, Franco T, Chu H, Weis TL, Devlin EE, Bodine DM, et al. Adducin forms a bridge between the erythrocyte membrane and its cytoskeleton and regulates membrane cohesion. Blood [Internet]. 2009. August 27;114(9):1904–12. Available from: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2738574/. 10.1182/blood-2009-02-203216 [DOI] [PMC free article] [PubMed] [Google Scholar]
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