Abstract
Plasmodium falciparum is the most lethal of human-infective malaria parasites. A hallmark of P. falciparum malaria is extensive remodeling of host erythrocytes by the parasite, which facilitates the development of virulence properties such as host cell adhesion to the endothelial lining of the microvasculature. Host remodeling is mediated by a large complement of parasite proteins exported to the erythrocyte; among them is a single heat shock protein (Hsp)70–class protein chaperone, P. falciparum Hsp70-x (PfHsp70-x). PfHsp70-x was previously shown to assist the development of virulent cytoadherence characteristics. Here, we show that PfHsp70-x also supports parasite growth under elevated temperature conditions that simulate febrile episodes, especially at the beginning of the parasite life cycle when most of host cell remodeling takes place. Biochemical and biophysical analyses of PfHsp70-x, including crystallographic structures of its catalytic domain and the J-domain of its stimulatory Hsp40 cochaperone, suggest that PfHsp70-x is highly similar to human Hsp70 chaperones endogenous to the erythrocyte. Nevertheless, our results indicate that selective inhibition of PfHsp70-x function using small molecules may be possible and highlight specific sites of its catalytic domain as potentially of high interest. We discuss the likely roles of PfHsp70-x and human chaperones in P. falciparum biology and how specific inhibitors may assist us in disentangling their relative contributions.—Day, J., Passecker, A., Beck, H.-P., Vakonakis, I. The Plasmodium falciparum Hsp70-x chaperone assists the heat stress response of the malaria parasite.
Keywords: PfHsp70-x, protein structure, chaperone-cochaperone interactions, chaperone inhibition
Despite substantial progress during the last 2 decades, malaria still remains one of the most lethal infectious diseases in tropical countries, causing an estimated 435,000 deaths a year, primarily in sub-Saharan Africa and southeast Asia (1). Recently, the global fight against malaria appears to have stalled, as evidenced by slightly increasing numbers of malaria deaths since 2015 alongside well-documented incidences of resistance to frontline therapeutics. The vast majority of malaria deaths are caused by the apicomplexan parasite Plasmodium falciparum (2). Key to P. falciparum lethality is the extensive remodeling of its host cell, the human erythrocyte, for which it employs a larger proportion of its proteome (∼10%, ∼500 proteins) than any other human-infective malaria parasite (3). Erythrocyte remodeling is essential for P. falciparum survival, notably as it increases uptake of nutrients, ensures ion homeostasis, and alters host cell structure and rigidity (4–7). The later alterations, coupled to the formation of protrusions (knobs) on the erythrocyte membrane, promote host cell clumping (rosetting) and strong cytoadherence to the endothelium via the parasite virulence factor P. falciparum erythrocyte membrane protein 1 (PfEMP1) (8), which localizes in knobs. Erythrocyte rosetting and cytoadherence prevent passage of infected erythrocytes through the spleen, where they would be destroyed, but also lead to disruption of blood flow in the microvasculature causing oxygen deprivation in tissues, inflammation, and organ damage (9, 10). Thus, understanding the mechanisms that support P. falciparum survival and virulence is imperative as we seek to combat malaria.
The P. falciparum genome encodes numerous molecular chaperones thought to aid in coping with the stress of infection (11, 12). The latter includes both periodic heat shock of parasites during febrile episodes and oxidative stress by free radical groups, which are generated by iron-containing heme released upon hemoglobin degradation (13). Heat shock protein (Hsp)70 chaperones, widespread in all kingdoms of life (14), are known to be key for protein quality control; for assisting protein translocation, folding, and macromolecular complex assembly; and for preventing the aggregation of damaged proteins (15). In the Laverania subgenus of malaria parasites, of which P. falciparum is the only human-infective member, a single Hsp70 chaperone, Hsp70-x, is exported to the host cell (16). Common to all Laverania parasites is an expanded set of exported proteins for host cell remodeling; thus, it is believed that Hsp70-x ensures the correct folding of these proteins, thereby supporting parasite survival and virulence functions. Notably, whereas the genomic locus of P. falciparum Hsp70-x (PfHsp70-x; pf3d7_0831700) is located at the subtelomeric region of chromosome 8, which is highly vulnerable to breakage (17), loss of PfHsp70-x has not been reported in any clinical isolates of P. falciparum, suggesting that this chaperone plays an important role in parasite biology.
In infected erythrocytes, PfHsp70-x primarily colocalizes with the PfEMP1 virulence factor in highly mobile assemblies termed “J-dots” and in membrane cisternae, the “Maurer’s clefts” (16). In addition to PfEMP1 and PfHsp70-x, J-dots contain multiple Hsp40 (also known as DnaJ) cochaperone proteins (18), which can stimulate Hsp70 activity. At least one of these cochaperones, PFA0660w (pf3d7_0113700), was shown to preferentially stimulate PfHsp70-x activity compared with a human Hsp70 (19). Because J-dots and Maurer’s clefts mediate PfEMP1 trafficking from the parasite to the erythrocyte surface membrane, PfHsp70-x localization and activity therein suggest a role for this chaperone in PfEMP1 export. Supporting the role of PfHsp70-x in facilitating P. falciparum virulence, transgenic parasites lacking PfHsp70-x trafficked PfEMP1 less efficiently to the host cell membrane and showed ∼60% reduction in adhesion of infected erythrocytes to the placental cytoadherence receptor chondroitin sulfate A under simulated blood flow conditions (20).
Beyond J-dots and Maurer’s clefts, PfHsp70-x was also found diffuse in the erythrocyte cytoplasm (16), where it may provide stress relief. Such a stress-relief role would suggest a direct contribution of PfHsp70-x to parasite survival; however, to date no such contribution has been demonstrated. Parasite growth assays under standard culturing conditions found that PfHsp70-x is dispensable for viability (21), whereas PfHsp70-x knockout parasite lines were only slightly more susceptible to oxidative stress and hypoxanthine restriction compared with wild-type P. falciparum (20). Notably, the later study did not identify a contribution of PfHsp70-x to parasite survival under heat shock. However, PfHsp70-x knockout parasites had different protein abundance levels compared with wild-type P. falciparum for over 70 components, including 1 intraparasitic Hsp70 and 1 Hsp90 chaperone (20). These changes in protein abundance were attributed to parasite selection during the relatively long timeframe of creating PfHsp70-x knockouts, leading to transcriptional adjustments that may ameliorate the effects of losing this gene. Thus, it is likely that the true contribution of PfHsp70-x to parasite survival under stress might have been masked in this earlier study.
Here, we assess the effect of PfHsp70-x loss on parasite viability using a conditional, rapid protein depletion system, which does not allow time for the selection of parasites with compensatory changes. We find that PfHsp70-x assists parasite growth under heat shock conditions comparable to febrile episodes. Interestingly, the PfHsp70-x effect on parasite viability is strongest at the beginning of the intraerythrocytic cycle, which corresponds both to the period when most exported proteins are translocated to the host cell and when patients with malaria would normally exhibit fever. Furthermore, we present here the crystallographic structures of the PfHsp70-x catalytic domain and the chaperone-stimulatory domain of PFA0660w. Together with biochemical and interaction analyses, these structures allow us to assess for the first time the relationship of PfHsp70-x and human chaperones endogenous to the erythrocyte.
MATERIALS AND METHODS
PfHsp70-x knockdown, parasite lysates, and Western blot
A P. falciparum parasite line in which PfHsp70-x is conditionally down-regulated (PfHsp70-xglmS) was kindly gifted by Dr. Vasant Muralidharan (University of Georgia, Athens, GA, USA) (21). Briefly, PfHsp70-xglmS incorporates a GlcN-6-phosphate riboswitch (glmS) ribozyme sequence inserted via clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR associated protein 9 (Cas9) in the 3′ end of the PfHsp70-x gene locus, leading to rapid PfHsp70-x mRNA degradation upon addition of glucosamine (GlcN). PfHsp70-xglmS parasites were split and grown with or without 2.5 mM GlcN for 2 cycles. From each condition, 500 μl of trophozoite-stage infected erythrocytes were lysed in 4 ml 0.03% w/v saponin in PBS (137 mM NaCl, 27 mM KCl, 10 mM sodium phosphate pH 7.4) for 10 min on ice, washed in PBS, and subsequently resuspended in 200 μl sample loading buffer (0.255 M Tris-HCl pH 6.8, 50% v/v glycerol, 5% w/v SDS, 2% v/v 2-ME) supplemented with 1× Complete Proteinase inhibitor cocktail (Roche, Basel, Switzerland) and DNAse I (75 μg/ml; MilliporeSigma, Burlington, MA, USA). Samples were sonicated for 5 min at 30 s intervals at high intensity (Bioruptor; Diagenode, Liège, Belgium) and stored at −20°C until further use.
Lysates were boiled at 95°C for 5 min and 10 μl of each sample was loaded onto a 4–12% Novex NuPage Bis-Tris gel and run in 3-(N-morpholino)propanesulfonic acid (MOPS) buffer (both from Thermo Fisher Scientific, Waltham, MA, USA) according to the manufacturer’s recommendations. Proteins were blotted using the iBlot 2 (Thermo Fisher Scientific) at program P0, and the membrane was subsequently blocked in 5% v/v milk in 100 mM Tris-HCl, 150 mM NaCl, 43 mM HCl, and 0.1% v/v Tween 20 before being probed with antibodies. Membranes were probed with rabbit anti–Hsp70-x [1:5000 dilution (17)], rat anti–influenza agglutinin (HA; 1:1000 dilution; Roche), and mouse anti–glyceraldehyde 3-phosphate dehydrogenase (1:10,000 dilution; gift from C. Daubenberger, Swiss Tropical and Public Health Institute) as primary antibodies, and goat anti-mouse horseradish peroxidase (HRP; 1:10,000 dilution; Pierce, Rockford, IL, USA), goat anti-rabbit HRP (1:10,000 dilution; Jackson ImmunoResearch Laboratories, West Grove, PA, USA), and goat anti-rat HRP (1:10,000 dilution; Southern Biotech, Birmingham, AL, USA) were used as secondary antibodies.
Parasite culturing and heat shock
PfHsp70-xglmS parasites (21) were cultured according to standard methods (22) at 5% hematocrit. Parasites were synchronized using sorbitol to initially obtain a pure ring-stage culture. Subsequently, late stage parasites of the same cycle were enriched using a 70% v/v Percoll gradient and incubated on a shaker at 45 rpm to obtain single infections upon reinvasion. Eight hours later, parasites were synchronized again using sorbitol to lyse remaining schizonts and obtain an 8-h time window of early ring-stage parasites. Cultures were split, and 2.5 mM GlcN was added to one culture to induce PfHsp70-x knockdown (23). For the heat shock experiments done 4–12 h postinfection (hpi), sorbitol treatment was performed 4 h after Percoll enrichment to tighten the time window. Following synchronization, parasites were seeded into 6-well plates, starting parasitemia was determined using flow cytometry, and 8 h–long (for the 4–12 hpi) or 12 h–long (all other timepoints) 40°C heat shock was performed at the given timepoints postinvasion, whereas the control was incubated at 37°C for the whole course of the experiment. About 48 h after the initial Percoll enrichment, the parasitemia was measured using flow cytometry when Giemsa smears showed that all schizonts had ruptured and parasites were in the ring stage of the consecutive asexual development cycle.
For determination of parasitemia, 50 μl of resuspended parasite culture was mixed with 100 μl of Sybr Green (MilliporeSigma), diluted 1:5000 in FACS Flow (Becton Dickinson, San Diego, CA, USA), and incubated in the dark at 37°C for 15 min. The pellet was washed once in 1 ml FACS Flow and subsequently resuspended in FACS Flow. Measurements were performed on a FACSCalibur (Becton Dickinson), in which 100,000 events were analyzed using Cell Quest v.5.2.1 (BD Biosciences, San Jose, CA, USA).
Cloning and protein production
PfHsp70-x (pf3d7_0831700, Uniprot accession number K7NTP5) constructs were derived from a codon-optimized synthetic DNA fragment from Integrated DNA Technologies (Coralville, IA, USA). PCR was used to amplify DNA sections corresponding to full-length (aa 25–679; excludes export signal peptide) and nucleotide-binding domain (NBD; aa 29–419) PfHsp70-x fragments. Human full-length heat shock cognate protein 70 [Hsc70; heat shock protein family A (hspa) member 8, Uniprot accession number P11142] was cloned from sequence-verified cDNA from the Source BioScience Integrated Molecular Analysis of Genomes and Their Expression (I.M.A.G.E.) Consortium. P. falciparum PFA0660w (pf3d7_0113700, Uniprot accession number Q8I2E1) and PFE0055c (pf3d7_0501100, Uniprot accession number Q8I489) constructs were generated using codon-optimized synthetic DNA fragments from Integrated DNA Technologies encoding for protein residues 81–402 and 77–402, respectively. PCR was used to amplify DNA sections corresponding to the J-domains (PFA0660w aa 81–148; PFE0055c aa 77–148). Amplified regions were cloned into a pFloat vector (24) containing an N-terminal His6 tag and a human rhinovirus 3C protease cleave site using Gibson Assembly (New England BioLabs, Ipswich, MA, USA). DNA constructs were sequenced by Eurofins Genomics (Ebersberg, Germany) to confirm correct cloning.
DNA constructs were transformed into Escherichia coli Rosetta2(DE3) cells (Merck, Darmstadt, Germany) for protein expression and grown in Luria Bertani medium at 37°C with 50 μg/ml kanamycin and 34 μg/ml chloramphenicol. When the cells reached an optical density at 600 nm of 0.5–0.6, the incubation temperature was reduced to 18°C, and protein expression was initiated by addition of isopropyl β-D-1-thiogalactopyranoside to a final concentration of 250 μM. Protein expression was allowed to proceed for 18 h before harvesting. Cells were harvested by centrifugation and resuspended in ATP lysis buffer (10 mM Na2HPO4, 2 mM KH2PO4, 2.7 mM KCl, 500 mM NaCl, 0.01% v/v Triton X-100, 5 mM ATP, 2 mM MgCl2 pH 7.4). Sonication was used to lyse resuspended cells, and the resulting lysate was clarified by centrifugation at 30,000 g. The clarified lysate was loaded onto a HiTrap Talon metal affinity column (GE Healthcare, Waukesha, WI, USA) preequilibrated with lysis buffer. Proteins were eluted with lysis buffer supplemented with 500 mM imidazole.
Proteins were extensively dialyzed in 3C cleavage buffer (20 mM Na2HPO4, 150 mM NaCl, 1 mM 1,4-DTT pH 7.4) and incubated with recombinant human rhinovirus 3C protease to cleave the purification tag at 4°C for 16 h. Size exclusion chromatography was performed as the final purification step using Superdex 75 or Superdex 200 columns (GE Healthcare) equilibrated in crystallographic buffer (20 mM HEPES, 50 mM NaCl, 1 mM DTT, pH 7.4) or assay buffer (10 mM HEPES, 100 mM NaCl, 0.5 mM DTT, 2 mM MgCl2 pH 8).
Protein purity was assessed at each step by SDS-PAGE, and protein identity was confirmed by time-of-flight mass spectrometry using a Micromass LCT (Waters, Milford, MA, USA). Proteins were concentrated using spin ultrafiltration with concentrations calculated by UV absorption at 280 nm and an extinction coefficient estimated from the amino acid sequence (25).
Crystallographic structure determination and structure analysis
Diffracting crystals from a sample of 15 mg/ml PfHsp70-xNBD with adenylyl-imidodiphosphate (AMP-PnP) added to a 1:10 molar ratio were obtained at 20°C in a condition containing 24% w/v polyethylene glycol (PEG) 1500 and 20% v/v glycerol using sitting drop vapor diffusion plates (TTP Labtech, Melbourn, United Kingdom) set up using a Mosquito robot. Diffraction data from these crystals were collected at Diamond Light Source beamline I03 at 100 K to a resolution of 1.81 Å. Crystals from a 15 mg/ml sample of PfHsp70-xNBD with a 1:10 molar ratio of ADP were obtained at 20°C in a condition containing 0.1 M 2-ethanesulfonic acid pH 6.0, 5% w/v PEG 3000, and 30% v/v PEG 200. Diffraction data from these crystals were collected at Diamond Light Source beamline I04 at 100 K to a resolution of 1.87 Å. In both cases, the space group was determined to be P 21 21 21 with 2 copies of PfHsp70-xNBD per asymmetric unit. Data were processed with xia2 (26) and solved using the automated mode in Phaser (27) with the human Hsp70 NBD domain structure (28) [Protein Data Bank (PDB) ID: 5MKR; https://www.rcsb.org/] as the molecular replacement model.
Crystals of PFA0660wJ from protein samples at 8.75 mg/ml concentration were obtained at 4°C in a condition containing a 0.12-M mixture of ethylene glycols, 0.1 M Tris-Bicine pH 8.5, 30% w/v PEG monomethyl ether 550, and 30% w/v PEG 20,000. Diffraction data were collected at Diamond Light Source beamline I24 at 100 K to a resolution of 1.39 Å. The space group was determined to be P 1 21 1 with 2 molecules per asymmetric unit. Data were processed with autoPROC and solved by molecular replacement using Phaser (27) and the J-domain of Sis1 from Saccharomyces cerevisiae (29) (PDB ID: 4RWU).
Coot was used for model building alongside iterative refinement with Phenix (30, 31) and Refmac5 (32). Structural models were validated using MolProbity (33). Data collection and refinement statistics can be found in Table 1. The crystallographic structures of PfHsp70-xNBD:AMP-PnP, PfHsp70-xNBD:ADP, and PFA0660wJ have been deposited in the Research Collaboratory for Structural Bioinformatics (RCSB) PDB IDs: 6RZQ, 6S02, and 6RZY, respectively. Models were analyzed for cavities and pockets using PockDrug (34). We sought to identify pockets recognizable in all 4 crystallographic models of PfHsp70-xNBD (2 copies of the molecule in each of the AMP-PnP– and ADP-bound structures) and compared these against pockets found in representative structures of human Hsc70NBD and Hsp70NBD.
TABLE 1.
Crystallographic data and refinement statistics
| Protein name | PfHsp70-xNBD (AMP-PnP complex) | PfHsp70-xNBD (ADP complex) | PFA0660wJ |
|---|---|---|---|
| RCSB ID | 6RZQ | 6S02 | 6RZY |
| Beamline | DLS/I03 | DLS/I04 | DLS/I24 |
| Wavelength (Å) | 0.97625 | 0.9795 | 1.0389 |
| Space group | P 21 21 21 | P 21 21 21 | P 1 21 1 |
| Unit cell (Å, deg) | 80.29 102.71 103.77, 90 90 90 | 80.12 102.8 103.31, 90 90 90 | 25.83 54.93 51.44, 90 98.2 90 |
| Resolution range (Å)a | 43.26–1.81 (1.84–1.81) | 72.51–1.87 (1.94–1.87) | 50.92–1.38 (1.43–1.38) |
| Rmerge (I)a | 0.057 (1.523) | 0.068 (1.67) | 0.071 (0.600) |
| Rmeas (I)a | 0.062 (1.65) | 0.086 (1.82) | 0.085 (0.728) |
| Rpim (I)a | 0.024 (0.63) | 0.034 (0.72) | 0.049 (0.405) |
| Completeness (%)a | 99.9 (99.8) | 98.78 (94.87) | 97.6 (99.4) |
| Multiplicitya | 6.5 (6.7) | 6.3 (6.3) | 3.3 (3.1) |
| I/σa | 12.65 (1.1) | 10.33 (1.1) | 9.48 (2.04) |
| CC1/2a | 0.99 (0.72) | 0.998 (0.582) | 0.99 (0.52) |
| Wilson B factor (Å2)a | 38.74 | 30.99 | 12.73 |
| Refinement statistics | |||
| Rwork (reflections) | 0.192 (70,800) | 0.222 (66,212) | 0.1647 (28,671) |
| Rfree (reflections) | 0.224 (3923) | 0.251 (3386) | 0.2027 (1335) |
| No. of atoms | |||
| Protein | 5867 | 5671b | 1140 |
| Ligands | 112 | 79 | — |
| Water | 357 | 287 | 124 |
| Mean B factors (Å2) | |||
| Protein | 54.66 | 47.02b | 17.1 |
| Ligands | 56.50 | 39.12 | — |
| Water | 52.68 | 40.50 | 29.3 |
| RMSD from ideal | |||
| Bonds/angles (Å/deg) | 0.008/1.49 | 0.007/0.690 | 0.009/1.29 |
| MolProbity statistics (33) | |||
| Ramachandran favored (%) | 98.65 | 97.58 | 100 |
| Ramachandran disallowed (%) | 0 | 0 | 0 |
| Rotamers favored (%) | 97.5 | 97.3 | 100 |
| Poor rotamers (%) | 0 | 0.3 | 0 |
| Clashscorec | 4.42 (97th percentile) | 2.4 (99th percentile) | 0.88 (99th percentile) |
| MolProbity scorec | 1.22 (99th percentile) | 1.11 (100th percentile) | 0.77 (100th percentile) |
DLS, diamond light source; RCSB, Research Collaboratory for Structural Biomechanics; aBy xia2 (26). Values in parenthesis correspond to the highest resolution shell. bExcludes hydrogen atoms. c100th percentile is the best among structures of comparable resolution; 0th percentile is the worst.
Biochemical assays
The rate of ATP hydrolysis was measured using a coupled enzymatic reaction in which purine nucleoside phosphorylase enzyme uses released inorganic phosphate to modify the substrate 2-amino-6-mercapto-7-methylpurine riboside (MESG) causing absorption at 360 nm to increase (35). All MESG assays were performed using a ClarioStar microplate reader (BMG Labtech, Ortenberg, Germany). Five micromolars chaperone, supplemented with parasite cochaperones, chaperone inhibitors, or both, as indicated, were incubated with 400 μM MESG and 2 U purine nucleoside phosphorylase enzyme in assay buffer for 30 min at 25°C before the addition of ATP to a final concentration of 1 mM. The absorbance at 360 nm was followed over 2 h and the steady-state reaction rate was calculated. Absorbance values were converted to moles of ATP hydrolyzed using a standard curve derived from variable concentrations of inorganic phosphate samples. Bromo-β-lapachona was sourced from Angene International Ltd. (London, United Kingdom), MKT-077 from MilliporeSigma, and YM-01 from Abcam (Cambridge, United Kingdom).
NMR assays
NMR experiments were conducted using Bruker Avance III spectrometers (Bruker, Billerica, MA, USA) with cryogenic TCI probeheads at 25°C temperature. Samples consisted of [13C] and [15N]– or [15N]-labeled protein in 20 mM sodium phosphate pH 7.4, 150 mM NaCl, 2 mM DTT, 5% v/v deuterium oxide, and 50 μM 4,4-dimethyl-4-silapentane-1-sulfonic acid buffer. Data were processed with NMRpipe (36) and analyzed with Sparky (37). Sequence-specific resonance assignments were performed using 3-dimensional HN(CO)CACB and HNCACB experiments. Assignments of PFA0660wJ and PFE0055cJ have been deposited in the Biological Magnetic Resonance Data Bank under accession numbers 27,952 and 27,953, respectively. Peak intensity changes in heteronuclear single quantum coherence experiments were quantified using the following equation, where PC is percentage change in intensity, PIapo is peak intensity of labeled protein alone, and PIcomplex is peak intensity in the presence of a binding partner.
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RESULTS
PfHsp70-x assists proliferation of ring-stage parasites under heat stress
Earlier work by Charnaud et al. (20) found that the viability of PfHsp70-x knockout parasites under heat shock conditions was similar to that of wild-type cells but noted that differential expression of proteins in this parasite line may compensate for the loss of the exported chaperone. In a parallel study, Cobb et al. (21) utilized the glmS ribozyme system to deplete PfHsp70-x in a rapid timeframe that does not allow parasite selection but noted no effect on P. falciparum growth upon PfHsp70-x knockdown under standard culturing conditions (37°C). In order to evaluate the contribution of PfHsp70-x to parasite stress response, we used the HA-tag and glmS-incorporating parasite line developed by Cobb et al. (PfHsp70-xglmS) and initially heat shocked unsynchronized parasites to 40°C for 12 h prior to retuning them to standard conditions for the remainder of the parasite 48 h–long life cycle. We found no statistically significant effect on parasite growth upon PfHsp70-x depletion under these conditions; however, we noted that cell growth was highly variable, which impacted the statistical analysis. To overcome this variability in growth we then utilized tightly synchronized parasites and applied heat shocks at different stages of the parasite life cycle (ring, 4–12 hpi; young trophozoite, 12–24 hpi; late trophozoite, 24–36 hpi; schizont 36–48 hpi) and in the absence or presence of GlcN, which activates hsp70-x mRNA degradation leading to protein knockdown (Fig. 1A). Parasite growth was compared in all cases with similarly synchronized cells that were not subjected to heat shock.
Figure 1.
PfHsp70-x support parasite viability under heat shock. A) Western blots of lysates from PfHsp70-xglmS parasites cultured with or without glmS, which induces PfHsp70-x knockdown. α-HA antibodies target the HA-tag fused to endogenous PfHsp70-x in this cell line. Glyceraldehyde 3-phosphate dehydrogenase (GAPDH) is used as loading control. B) Boxplot showing fold change in parasite growth comparing synchronized cells placed at 40°C for the indicated time interval (4–12, 12–24, 24–36, or 36–48 hpi) vs. similar cells grown continuously at 37°C, with or without glmS-induced PfHsp70-x knockdown. Means ± sd of 3 biologic replicates are shown, with each point representing the mean of 3 technical replicates. Significance between control and knockdown cells was evaluated by a Wilcoxon rank-sum test. P values of null hypotheses are indicated; n.s., no significance. A schematic of parasite life stages is shown below.
As shown in Fig. 1B, control parasites in which PfHsp70-x was not depleted showed a marked increase in growth (1.7 ± 0.3–fold) when heat shock was applied in the ring stage, compared with similar stage control parasites that were not stressed. This growth enhancement under heat shock is consistent with previous reports of febrile episodes promoting P. falciparum development and leading to parasite life cycle synchronization (38, 39). When the heat shock was applied in later parasite stages, this increase in growth was not observed. PfHsp70-x depletion led to an ∼40% reduction in growth of ring-stage parasites under heat shock conditions (P = 0.03). Furthermore, young and late trophozoite-stage parasites also demonstrated ∼30% lower growth under heat shock when PfHsp70-x was depleted, although variability in biologic replicates led to this reduction in growth being significant only for late trophozoites (P = 0.05). Schizont-stage parasites showed no effect on growth upon PfHsp70-x depletion. We noted that the effect on parasite growth upon PfHsp70-x depletion correlated well with PfHsp70-x expression levels during the intraerythrocytic life cycle (Supplemental Fig. S1) (40) and conclude that PfHsp70-x supports parasite proliferation under heat shock conditions but does so most strongly in early-stage parasites.
Structural analysis of the PfHsp70-x catalytic domain
We were intrigued by the pattern of PfHsp70-x contribution to parasite virulence (20) and, as seen above, to parasite growth. PfHsp70-x partly supports both these aspects of parasite biology; however, it is not essential for either of them, which suggests that another system complements PfHsp70-x function. We reasoned that such complementation is most likely afforded by human Hsp70 chaperones endogenous to the erythrocyte. Quantitative proteomics have shown that just 2 chaperones, Hsc70 (HSPA8) and Hsp70 (HSPA1A or HSPA1B, which have identical protein sequences), compose 60% and 20%, respectively, of erythrocytic Hsp70s; no other human Hsp70 constitutes more than 10% of this protein class in erythrocytes (41). Thus, we sought to understand the level of similarity between PfHsp70-x and human Hsc70 or Hsp70, and to that end we set out to elucidate the structure of the parasite chaperone.
Hsp70 chaperones comprise an NBD, which hydrolyzes ATP to drive the protein refolding cycle, and a bipartite substrate-binding domain (SBD) composed of a hydrophobic β-sandwich (SBD-β) and an α-helical “lid” (SBD-α) that trap between them the misfolded target (42). We resolved the 1.81 and 1.87 Å resolution crystallographic structures (data collection and refinement statistics shown in Table 1) of the PfHsp70-xNBD in complex with a nonhydrolysable ATP analog (AMP-PnP) and ADP, respectively. PfHsp70-xNBD crystals included 2 copies of the protein per asymmetric unit with nearly identical structures [Cα atom root mean square deviation (RMSD) of 0.26 and 0.32 Å for the AMP-PnP and ADP crystal forms, respectively]. The overall structure of PfHsp70-xNBD (Fig. 2A–C) was similar to that of other Hsp70 NBDs (43), comprising 2 lobes (I and II), each consisting of 2 subdomains (A and B), with a channel between them leading to the nucleotide-binding site (Fig. 2D). For example, comparison of the PfHsp70-xNBD structure and that of prototypical eukaryotic or bacterial Hsp70 catalytic domains yielded Cα RMSDs of 0.5–0.7 Å (Fig. 2E, F). ATP binding and hydrolysis drive the structural rearrangement of Hsp70 NBD subdomains, as shown in previous structural studies of this chaperone class (44). However, we found that both the PfHsp70-xNBD AMP-PnP and ADP complex states captured in crystals were highly similar (mean Cα RMSD of 0.37 Å) and corresponded most closely to hydrolyzed ATP– and ADP-bound states of previously resolved Hsp70 NBDs.
Figure 2.
PfHsp70-xNBD adopts a canonical Hsp70 catalytic domain structure. A–C) Orthogonal views of the PfHsp70-xNBD:AMP-PnP crystallographic structure in schematic representation. D) An outline of PfHsp70-xNBD structure in the orientation of A, where the 2 protein lobes (I and II) and subdomains A and B are indicated. Bound AMP-PnP in the catalytic site is shown as sticks. E, F) Schematic representations of the yeast binding immunoglobulin protein (Bip/Kar2) Hsp70-type chaperone NBD (PDB ID 3QFP) (E) and the Mycoplasma genitalium DnaKNBD (PDB ID 5OBY) (F) in the same orientation as PfHsp70-xNBD in A. The structural similarity (Cα RMSD) between these catalytic domains and PfHsp70-xNBD:AMP-PnP is 0.7 and 0.55 Å, respectively.
PfHsp70-x is highly similar to the human Hsc70 and Hsp70 chaperones
Comparison of human Hsc70NBD in the hydrolyzed ATP–bound state (45) (PDB ID 4H5T) with PfHsp70-xNBD revealed a nearly identical structure with Cα RMSD of ∼0.4 Å (Fig. 3A); comparison of Hsp70NBD (46) (PDB ID 4J8F) and PfHsp70-xNBD yielded similar results. These exceptional levels of structural similarity are consistent with the very high degree of sequence homology seen between PfHsp70-xNBD and Hsc70NBD or Hsp70NBD (over 70% aa identity in both cases; Supplemental Fig. S2). Mapping of amino acid differences between these NBDs showed that these do not form a single, large surface, which might have suggested differences in binding of protein partners, but rather that they are dispersed throughout the protein surface (Fig. 3C–E). We noted, in particular, that the NBD subdomain IA surface that forms the canonical interface for Hsp70 recognition of stimulatory Hsp40 cochaperones is identical across PfHsp70-xNBD and Hsc70NBD or Hsp70NBD (Fig. 3E), as is the catalytic site of ATP hydrolysis (Fig. 3B and Supplemental Fig. S2).
Figure 3.
PfHsp70-x is structurally similar to human Hsp70 chaperones. A) Overlay of the PfHsp70-xNBD:AMP-PnP crystallographic structure (blue) and human Hsc70NBD:ADP (red; PDB ID 4H5T) in schematic representations. B) Magnification of the nucleotide-binding pocket and residues surrounding the nucleotide. C–E) Views of PfHsp70-x in surface representation with amino acids differing between the parasite chaperone and human Hsc70 or Hsp70 (sequence alignment in Supplemental Fig. S2) colored in orange. The nucleotide-binding pocket and Hsp40 J-domain interaction sites are indicated. F) Homology model of PfHsp70-xSBD based on the crystallographic structure of the human Hsp70SBD (PDB ID 4PO2). The SBD-α and SBD-β subdomains are colored beige and green, respectively. A model substrate peptide is shown in stick representation (red) complexed to SBD-β. G) Surface representation of the PfHsp70-xSBD-β substrate-binding cleft with amino acids differing between the parasite chaperone and human Hsc70 or Hsp70 colored in orange. Model substrate peptide shown as in F.
Despite repeated attempts, we were unable to obtain diffracting crystals of full-length PfHsp70-x or of recombinant fragments corresponding to the SBD of this protein. Similarly, the SBD of human Hsc70 has not been structurally resolved previously, whereas the structure of Hsp70SBD has been determined (47) (PDB ID 4PO2). Thus, we used homology modeling to construct a representative structure of PfHsp70-xSBD (Fig. 3F), which served as a basis for comparison. Sequence similarity between the parasite and human chaperone SBDs is slightly lower compared with the NBDs though remaining at over 60% amino acid identity, with most changes localized to the lid (SBD-α) subdomain (Supplemental Fig. S2). Crucially, none of the amino acid residues involved in direct substrate binding is substantially different between PfHsp70-xSBD and the 2 human chaperones (Fig. 3G).
We surmise that the structural and sequence similarities between PfHsp70-x and human Hsc70 or Hsp70 suggest that all these chaperones have the potential to associate with the same stimulatory cochaperones and substrate proteins. In this manner, PfHsp70-x and Hsc70 or Hsp70 may be functionally interoperable for parasite viability and cytoadherence.
Parasite cochaperones stimulate PfHsp70-x and Hsc70 activity
Hsp40 cochaperones stimulate Hsp70 activity and expand the repertoire of substrate proteins that may be operated on by the chaperones (48, 49). Cochaperone specificity is, therefore, key for understanding Hsp70 function. Previous studies showed that PFA0660w, a parasite cochaperone that localizes with PfHsp70-x in J-dots in the erythrocyte (16), preferentially stimulates PfHsp70-x activity compared with human Hsp70 (19). At least one other parasite cochaperone, PFE0055c, is also known to locate in J-dots (16). Proximity-ligation assays suggested that PFA0660w and PFE0055c participate in complexes that include PfHsp70-x in the infected erythrocyte cytosol (16). PFA0660w and PFE0055c differ in their expression profiles (40), with PFE0055c levels being constant throughout the parasite intraerythrocytic life cycle. In contrast, PFA0660w levels peak at the ring stage (40), when PfHsp70-x expression levels and effect on parasite viability under stress are at maximum. Given the PfHsp70-x, Hsc70, and Hsp70 interoperability suggested by the structural analysis above, we set out to assess the direct interaction of the parasite and human chaperones with PFA0660w and PFE0055c.
We initially compared the ability of recombinant J-domains from PFA0660w and PFE0055c to stimulate chaperone activity, as measured by ATP hydrolysis. Hsp40 J-domains are believed to be sufficient for such stimulation (49). Consistent with previous studies using full-length PFA0660w, the J-domain of this protein (PFA0660wJ) stimulated PfHsp70-x activity by ∼2-fold (Fig. 4A). A similar level of stimulation was observed when using the PFE0055c J-domain (PFE0055cJ; Fig. 4B). The apparent interaction affinities (dissociation constants) between PfHsp70-x and these J-domains were estimated to be in the low μM range (PFA0660wJ ∼25 μM; PFE0055cJ ∼3 μM) by titrating the amount of cochaperone in the ATP hydrolysis assays, with maximal stimulation of activity occurring at ∼10–20:1 cochaperone:chaperone molar ratios. We further noted that PFA0660wJ and PFE0055cJ are substantially less efficient at stimulating Hsc70 ATP hydrolysis; although the human chaperone activity could be induced by high parasite cochaperone concentrations, we found no indication of activity plateauing even at molar ratios as high as 50:1 (Fig. 4C, D), which suggests very weak binding of Hsc70 with PFA0660wJ and PFE0055cJ . We surmise that malarial exported Hsp40 cochaperones can stimulate the activities of both parasite PfHsp70-x and human Hsc70, albeit substantially less efficiently in the latter case.
Figure 4.
Stimulation of Hsp70 activity by parasite cochaperones. Shown here are fold changes in ATP hydrolysis activities of PfHsp70-x (A, B) or human Hsc70 (C, D) upon titration of recombinant parasite PFA0660w (A, C) or PFE0055c (B, D) Hsp40 J-domains. ATP hydrolysis activities were measured as initial reaction rates using 5 μM chaperone concentrations and scaled to activities in the absence of cochaperones. Data points correspond to means ± sd from triplicate experiments. PfHsp70-x activities were fitted to ideal single-site binding models (solid lines) to extract the indicated apparent dissociation constants (Kd) for the interaction of PfHsp70-x with cochaperones.
PFA0660w associates with PfHsp70-x and Hsc70 into canonical chaperone-cochaperone complexes
We sought to investigate the structural basis of PfHsp70-x and Hsc70 stimulation by parasite cochaperones, focusing particularly on PFA0660w whose expression coincides with large-scale erythrocyte remodeling. To that end, we resolved the crystallographic structure of PFA0660wJ at 1.38 Å resolution (Table 1 and Supplemental Fig. S3) and assigned the NMR spectra of PFA0660wJ in a sequence-specific manner. This allowed us to study the physical interaction of PFA0660wJ with PfHsp70-x or Hsc70 at amino acid–level resolution (Supplemental Fig. S4). As anticipated from the chaperone stimulation assays above, both PfHsp70-x and Hsc70 interacted directly with PFA0660wJ, as evidenced by changes in the intensity of [15N]-labeled PFA0660wJ NMR peaks corresponding to specific amino acids upon titration of this protein with unlabeled PfHsp70-x or Hsc70 (Supplemental Fig. S4C). Furthermore, we noted that PfHsp70-x produced larger changes in NMR peak intensity compared with Hsc70, suggesting that the PfHsp70-x–PFA0660wJ interaction is stronger than that between PFA0660wJ and the human chaperone, which is consistent with the biochemical assays above (Fig. 4).
To evaluate whether these interactions are compatible with the formation of canonical chaperone-cochaperone complexes, we mapped the PFA0660wJ amino acids showing the largest changes in NMR assays upon complex formation to the cochaperone domain structure; these amino acids are expected to define the direct protein binding interface. As seen in Fig. 5A, B, both the PfHsp70-x and Hsc70 interactions primarily involved residues of the PFA0660wJ α-helix 2 (α2) forming a continuous binding surface toward the C terminus of that helix. Notably, these residues included PFA0660w H110, which is part of a conserved HPD motif found in Hsp40 cochaperones that is necessary for stimulation of Hsp70 activity (50). Modeling of the PfHsp70-x–PFA0660w complex based on the recently published crystallographic structure of full-length DnaK bound to DnaJJ (PDB ID 5NRO) (51) revealed that the PFA0660wJ α2 interaction interface highlighted in NMR assays agrees well with amino acids anchoring the cochaperone to the chaperone NBD, thereby stimulating chaperone activity (Fig. 5C, D). These results suggest that PFA0660wJ can form canonical chaperone-cochaperone complexes with both parasite PfHsp70-x and human Hsc70; these complexes are likely at the heart of chaperone stimulation by PFA0660w demonstrated earlier.
Figure 5.
Hsp70 chaperones form a canonical complex with parasite cochaperones. A, B) Schematic representations of the PFA0660wJ crystallographic structure with residues determined by solution NMR assays to interact with PfHsp70-x (A) or human Hsc70 (B) named and shown as sticks. The secondary structure elements of PFA0660wJ are indicated. C, D) Orthogonal view (C) and magnification (D) of the PfHsp70-x–PFA0660wJ complex modeled on the basis of the DnaK-DnaJJ complex structure (PDB ID 5NRO). Compared with that complex, the DnaKNBD and DnaJJ domains were replaced by the PfHsp70-xNBD and PFA0660wJ structures, respectively. PFA0660wJ residues involved in PfHsp70-x binding as determined by solution NMR assays are shown as sticks.
Small-molecule inhibition of PfHsp70-x
Given the high degree of structural similarity between PfHsp70-x and human Hsc70 or Hsp70, and in their interactions with PFA0660w, we wondered whether small molecules might be able to specifically inhibit the parasite system, thereby offering a chemical avenue for teasing out the contributions of different chaperones to parasite viability. In particular, bromo-β-lapachona (BBL) has been suggested to specifically inhibit the ATPase activity of PfHsp70-x but not that of the parasite intracytosolic PfHsp70-1 or of human Hsp70 (52). Furthermore, BBL was shown to attenuate PfHsp70-x activity in the presence of the promiscuous human Hsp40 cochaperone heat shock protein J-domain 1a (Hsj1a) and the parasite intracytosolic P. falciparum Hsp40. Consistent with these previous results, BBL inhibited PfHsp70-x in our ATPase assays with low micromolar apparent half-maximal inhibitory concentration (Fig. 6A). However, BBL did not substantially affect PfHsp70-x activity when the chaperone was stimulated by its cognate cochaperones PFA0660wJ or PFE0055cJ, which reflects the more likely case inside the infected erythrocyte.
Figure 6.
Small-molecule inhibition of PfHsp70-x activity. Shown here are changes in PfHsp70-x ATP hydrolysis activity upon titration of BBL (A), methylene blue (B), MKT-077 (C), and YM-01 (D) inhibitors. Assays were performed with 5 μM PfHsp70-x alone (black) or in the presence of 75 μM PFA0660wJ (red) or PFE0055cJ (green) cochaperones. Data points correspond to means ± sd from triplicate experiments. Activities were scaled relative to initial activities in the absence of inhibitor molecules. The chemical structure of inhibitors is shown.
We then turned to known inhibitors of Hsp70 chaperones that have been reported to exhibit antimalarial activity. Methylene blue, a phenothiazine dye, has been shown to inhibit heat-induced human Hsp70s through oxidation of an exposed cysteine in the ATPase domain (53). The dye has also been historically used as an antimalarial, and a number of recent clinical trials found it to be safe and effective against P. falciparum infections (54–56). ATPase assays revealed that methylene blue inhibits both basal and stimulated PfHsp70-x activity (Fig. 6B), but only at relatively high concentrations of the dye (tens of micromolars half-maximal inhibitory concentration). We further assessed MKT-077, a rhodacyanine dye, and its derivative, YM-01, which exhibit antitumor activity through inhibition of Hsp70s by binding to a conserved allosteric pocket near the catalytic site (Supplemental Fig. S2) (57–59). MKT-077 was found in a recent study to be 14 times more toxic to P. falciparum than to human cells (60). Our assays suggest that MKT-077 and YM-01 exhibit minimal PfHsp70-x inhibition unless in concentrations of over 100 μM (Fig. 6C, D). Thus, we conclude that both potentially specific (BBL) and broad-spectrum (methylene blue, MKT-077, YM-01) Hsp70 inhibitors show relatively little potency against PfHsp70-x, especially when this chaperone is stimulated by its in vivo partners.
DISCUSSION
P. falciparum development occurs in a highly challenging environment for protein homeostasis, a key requirement for life to maintain protein structure and thereby function. The parasite is faced with elevated host temperature every ∼48 h, because of fever, and high levels of free radical species generated by heme from hemoglobin digestion. P. falciparum responds to these sources of stress through a dedicated mechanism for heme detoxification (13), by co-opting host components that assist protein folding (61, 62), and by expressing a large complement of molecular chaperones (11, 12). The importance of these mechanisms for parasite viability is illustrated by the number of antimalarial therapeutics that act by interfering with protein homeostasis directly or indirectly. For example, chloroquine interferes with the heme detoxification process (63), leading to increased free radicals that damage biologic macromolecules, whereas artemisinin is converted to free radical upon activation that promiscuously attacks parasite proteins (64). Thus, interfering with parasite housekeeping mechanisms is a proven avenue for antimalarial drugs. Because resistance to many antimalarial drugs has spread throughout malaria endemic countries (65–68), it is now more important than ever to expand our arsenal of antimalarials and to discover novel molecular targets (69).
Targeting protein chaperones has been the focus of recent therapeutics against a range of diseases. Interest in Hsp70s, in particular, is high because they lie at the center of the chaperone network and are key for cellular upkeep and survival; for example, Hsp70s and the interactions of Hsp70s with their cognate Hsp40s have been targeted in cancer treatment and neurodegenerative diseases (70–72). Thus, a key question is whether parasite chaperones might similarly provide therapeutic possibilities. To answer this question, we need to address the role of these chaperones in parasite survival and virulence and to understand the potential for selective targeting of P. falciparum enzymes.
Our work here demonstrated for the first time a direct contribution of PfHsp70-x to parasite survival, in the form of ∼40% reduction in parasite growth upon chaperone depletion (Fig. 1) under heat shock conditions. This PfHsp70-x effect on growth depends strongly on timing the heat shock to coincide with early stages of the parasite intraerythrocytic life cycle. Previous PfHsp70-x studies did not note this chaperone contribution either because no parasite stress was applied (21) or, likely, because of changes in parasite protein expression compensating for the loss of PfHsp70-x (20). Key for our observations was the rapid depletion of PfHsp70-x through the glmS system, thereby avoiding compensation mechanisms, and tight synchronization of parasites, which allowed us to note the dependence of the PfHsp70-x growth effect on heat shock timing.
To judge whether such a finely timed effect is biologically significant, it is worth considering the physiologic context of PfHsp70-x function. Similar to other pathogens, P. falciparum has coevolved with the human host and is highly tuned to its responses (73), thereby maximizing parasite fitness. High fevers are frequently observed in P. falciparum malaria and are a clear sign of life-threatening disease, mainly induced by host cell rupture during the 48-h parasite life cycle and release of factors inducing inflammation. Our work suggests that P. falciparum anticipates elevated host temperatures coinciding with the destruction of host cells and early parasite development and that it has developed mechanisms to counter, and even benefit from, this temporary heat shock. Previous studies noted a similar effect, whereby febrile episodes promoted P. falciparum development (38) and caused synchronization of the parasite life cycle in cultures (39). As shown by protein depletion experiments (Fig. 1), PfHsp70-x provides one of the parasite fever-adjustment mechanisms active at the beginning of the intraerythrocytic life cycle. Hsp70-x is found exclusively in parasites in the Laverania subgenus (16), which export a larger complement of proteins to their host cell compared with other Plasmodia (3), including virulence factors such as PfEMP1 (8). This enhanced complement of exported proteins places additional pressure on the mechanisms for host homeostasis, such as existing erythrocytic chaperones. Thus, PfHsp70-x may support parasite growth at elevated temperatures by simply providing additional chaperone capacity in the infected cell. However, we cannot exclude the alternatively possibility that PfHsp70-x is particularly, or even solely, responsible for assisting specific parasite proteins in maintaining their structure and function. In either case, we conclude that PfHsp70-x is a key part of the parasite’s evolution-driven efforts to adapt to host conditions and maximize its chances for survival, which include endothelial adhesion supported by PfHsp70-x (20) and adjustment to febrile episodes. As such, we postulate that PfHsp70-x is a high-value target for efforts aiming to elucidate how the parasite adjusts to its host.
Can PfHsp70-x be selectively targeted for inhibition in the presence of human Hsp70 chaperones endogenous to the erythrocyte? Structural analysis initially argued against this, because the NBDs and SBDs of PfHsp70-x and human Hsc70 or Hsp70 are highly similar (Fig. 3), and both parasite and human chaperones can form productive complexes with the parasite cochaperones that influence substrate specificity (Fig. 5). However, crystallographic structures offer only a still snapshot of protein conformation, because they do not reveal how conformationally flexible these proteins might be. It is well understood that protein conformational flexibility, which can even be driven by intrinsically disordered regions not resolved by crystallography (74), leads to differences in binding to small molecules, allosteric modulators, and other proteins (75, 76). Indeed, our results show that despite the high level of similarity, PfHsp70-x binds much more strongly to cognate parasite cochaperones than do human chaperones (Fig. 4), whereas known inhibitors of human Hsc70 or Hsp70 have much less effect on PfHsp70-x than might be expected (Fig. 6). These results suggest that PfHsp70-x and human Hsc70 or Hsp70 differ in their functionally important conformational space.
How could PfHsp70-x be selectively targeted? Analysis of the PfHsp70-xNBD structure for pockets that may provide binding sites to small molecules offers a number of possibilities. In Fig. 7, we highlight 3 pockets in particular as being of potentially high interest. Pocket A (Fig. 7B) faces the PfHsp70-xSBD (Fig. 7A) and, thus, may provide means to block the association of NBDs and SBDs crucial for chaperone function (77). In contrast, pockets B and C (Fig. 7C, D) are adjacent to the chaperone-cochaperone binding interface (Fig. 7A) and may offer opportunities for allosteric control of PfHsp70-x stimulation by its cognate cochaperones. Importantly, all 3 sites were judged as “drug-able” by the PockDrug structure-based prediction server (34), with probabilities of 50, 100, and 82% for pockets A, B, and C, respectively, while also featuring at least one substantive amino acid difference between PfHsp70-x and human Hsc70 or Hsp70 (pocket A: K155→T; pocket B: S417→E; pocket C: E33→G/A, V34→P/A, and R51→Q). Although these binding predictions remain to be validated by experiments, we postulate that selective targeting of PfHsp70-x function and stimulation is possible.
Figure 7.
Putative drug-binding pockets on PfHsp70-x. A) The PfHsp70-x–PFA0660w complex of Fig. 5C in schematic representation with predicted pockets for small-molecule binding shown as solvent-accessible surfaces. Surface atom types are denoted by color: red, oxygen; blue, carbon, dark blue, nitrogen. B–D) Enlarged views of pocket A (B), pocket B (C), and pocket C (D). Pockets predicted by PockDrug (34) and selected to include amino acids that vary between PfHsp70-x and human Hsc70 or Hsp70.
In summary, we present here a functional analysis of PfHsp70-x that supports a role for this protein in helping the parasite adjust to host febrile episodes. Structural analysis of PfHsp70-x shows a high degree of similarity between this chaperone and human components endogenous to the erythrocyte; however, parasite and human chaperones are shown to have distinct interaction properties with stimulatory cochaperones and inhibitors. Thus, an opportunity exists to identify small molecules that would specific inhibit PfHsp70-x, thereby allowing us to disentangle the roles of this human and parasite chaperones in P. falciparum cell biology.
Supplementary Material
This article includes supplemental data. Please visit http://www.fasebj.org to obtain this information.
ACKNOWLEDGMENTS
The authors thank Nick Soffe and Christina Redfield (University of Oxford) for maintenance of the solution NMR facility, Edward Lowe (University of Oxford) for supporting the crystallization facility of Oxford Biochemistry, and Dr. Vasant Muralidharan (University of Georgia, Athens, GA, USA) for providing the PfHsp70-xglmS parasite clone. The authors thank the Medical Research Council UK (MR/N009274/1) for support to I.V., and the Swiss National Science Foundation (SNF 31003A_169347) for support to H.-P.B. J.D. was funded by a Ph.D. studentship from the Wellcome Trust. The Oxford Biochemistry NMR facility was supported by the Wellcome Trust (094872/Z/10/Z), the Wellcome Institutional Strategic Support Fund, the Edward Penley Abraham Cephalosporin Trust, and the John Fell Oxford University Press (OUP) Research Fund. The authors declare no conflicts of interest.
Glossary
- AMP-PnP
adenylyl-imidodiphosphate
- BBL
bromo-β-lapachona
- GlcN
glucosamine
- glmS
GlcN-6-phosphate riboswitch
- HA
influenza hemagglutinin
- hpi
hours postinfection
- HRP
horseradish peroxidase
- Hsc70
heat shock cognate protein 70
- Hsp
heat shock protein
- HSPA
heat shock protein family A
- ID
identifier
- MESG
2-amino-6-mercapto-7-methylpurine riboside
- NBD
nucleotide-binding domain
- PDB
Protein Data Bank
- PEG
polyethylene glycol
- PfEMP1
P. falciparum erythrocyte membrane protein 1
- PfHsp70-x
P. falciparum Hsp70-x
- RMSD
root mean square deviation
- SBD
substrate-binding domain
Footnotes
This article includes supplemental data. Please visit http://www.fasebj.org to obtain this information.
AUTHOR CONTRIBUTIONS
J. Day and A. Passecker conceived, performed and analyzed experiments; H.-P. Beck and I. Vakonakis conceived and analyzed experiments; and all authors contributed to writing the manuscript and figure preparation.
REFERENCES
- 1.WHO (2018) World Malaria Report 2018, World Health Organization, Geneva, Switzerland [Google Scholar]
- 2.Kirchgatter K., Del Portillo H. A. (2005) Clinical and molecular aspects of severe malaria. An. Acad. Bras. Cienc. 77, 455–475 [DOI] [PubMed] [Google Scholar]
- 3.Spillman N. J., Beck J. R., Goldberg D. E. (2015) Protein export into malaria parasite-infected erythrocytes: mechanisms and functional consequences. Annu. Rev. Biochem. 84, 813–841 [DOI] [PubMed] [Google Scholar]
- 4.De Koning-Ward T. F., Dixon M. W., Tilley L., Gilson P. R. (2016) Plasmodium species: master renovators of their host cells. Nat. Rev. Microbiol. 14, 494–507 [DOI] [PubMed] [Google Scholar]
- 5.Proellocks N. I., Coppel R. L., Mohandas N., Cooke B. M. (2016) Malaria parasite proteins and their role in alteration of the structure and function of red blood cells. Adv. Parasitol. 91, 1–86 [DOI] [PubMed] [Google Scholar]
- 6.Warncke J. D., Vakonakis I., Beck H. P. (2016) Plasmodium helical interspersed subtelomeric (PHIST) proteins, at the center of host cell remodeling. Microbiol. Mol. Biol. Rev. 80, 905–927 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Goldberg D. E., Cowman A. F. (2010) Moving in and renovating: exporting proteins from Plasmodium into host erythrocytes. Nat. Rev. Microbiol. 8, 617–621 [DOI] [PubMed] [Google Scholar]
- 8.Hviid L., Jensen A. T. (2015) PfEMP1 - a parasite protein family of key importance in Plasmodium falciparum malaria immunity and pathogenesis. Adv. Parasitol. 88, 51–84 [DOI] [PubMed] [Google Scholar]
- 9.Craig A. G., Khairul M. F., Patil P. R. (2012) Cytoadherence and severe malaria. Malays. J. Med. Sci. 19, 5–18 [PMC free article] [PubMed] [Google Scholar]
- 10.Smith J. D., Rowe J. A., Higgins M. K., Lavstsen T. (2013) Malaria’s deadly grip: cytoadhesion of Plasmodium falciparum-infected erythrocytes. Cell. Microbiol. 15, 1976–1983 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Acharya P., Kumar R., Tatu U. (2007) Chaperoning a cellular upheaval in malaria: heat shock proteins in Plasmodium falciparum. Mol. Biochem. Parasitol. 153, 85–94 [DOI] [PubMed] [Google Scholar]
- 12.Pesce E. R., Blatch G. L. (2014) Plasmodial Hsp40 and Hsp70 chaperones: current and future perspectives. Parasitology 141, 1167–1176 [DOI] [PubMed] [Google Scholar]
- 13.Goldberg D. E. (2005) Hemoglobin degradation. Curr. Top. Microbiol. Immunol. 295, 275–291 [DOI] [PubMed] [Google Scholar]
- 14.Boorstein W. R., Ziegelhoffer T., Craig E. A. (1994) Molecular evolution of the HSP70 multigene family. J. Mol. Evol. 38, 1–17 [DOI] [PubMed] [Google Scholar]
- 15.Meimaridou E., Gooljar S. B., Chapple J. P. (2009) From hatching to dispatching: the multiple cellular roles of the Hsp70 molecular chaperone machinery. J. Mol. Endocrinol. 42, 1–9 [DOI] [PubMed] [Google Scholar]
- 16.Külzer S., Charnaud S., Dagan T., Riedel J., Mandal P., Pesce E. R., Blatch G. L., Crabb B. S., Gilson P. R., Przyborski J. M. (2012) Plasmodium falciparum-encoded exported hsp70/hsp40 chaperone/co-chaperone complexes within the host erythrocyte. Cell. Microbiol. 14, 1784–1795 [DOI] [PubMed] [Google Scholar]
- 17.Pologe L. G., Ravetch J. V. (1988) Large deletions result from breakage and healing of P. falciparum chromosomes. Cell 55, 869–874 [DOI] [PubMed] [Google Scholar]
- 18.Külzer S., Rug M., Brinkmann K., Cannon P., Cowman A., Lingelbach K., Blatch G. L., Maier A. G., Przyborski J. M. (2010) Parasite-encoded Hsp40 proteins define novel mobile structures in the cytosol of the P. falciparum-infected erythrocyte. Cell. Microbiol. 12, 1398–1420 [DOI] [PubMed] [Google Scholar]
- 19.Daniyan M. O., Boshoff A., Prinsloo E., Pesce E. R., Blatch G. L. (2016) The malarial exported PFA0660w is an Hsp40 co-chaperone of PfHsp70-x. PLoS One 11, e0148517 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Charnaud S. C., Dixon M. W. A., Nie C. Q., Chappell L., Sanders P. R., Nebl T., Hanssen E., Berriman M., Chan J. A., Blanch A. J., Beeson J. G., Rayner J. C., Przyborski J. M., Tilley L., Crabb B. S., Gilson P. R. (2017) The exported chaperone Hsp70-x supports virulence functions for Plasmodium falciparum blood stage parasites. PLoS One 12, e0181656 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Cobb D. W., Florentin A., Fierro M. A., Krakowiak M., Moore J. M., Muralidharan V. (2017) The exported chaperone PfHsp70x is dispensable for the Plasmodium falciparum intraerythrocytic life cycle. MSphere 2, e00363-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Moll K., Kaneko A., Scherf A., Wahlgren M. (2013) Methods in Malaria Research, 6th ed., EVIMalaR, Glasgow, United Kingdom; MR4/BEI Resources at ATCC, Manassas, VA, USA; Karolinska Institutet, Stockholm Sweden [Google Scholar]
- 23.Prommana P., Uthaipibull C., Wongsombat C., Kamchonwongpaisan S., Yuthavong Y., Knuepfer E., Holder A. A., Shaw P. J. (2013) Inducible knockdown of Plasmodium gene expression using the glmS ribozyme. PLoS One 8, e73783 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Rogala K. B., Dynes N. J., Hatzopoulos G. N., Yan J., Pong S. K., Robinson C. V., Deane C. M., Gönczy P., Vakonakis I. (2015) The Caenorhabditis elegans protein SAS-5 forms large oligomeric assemblies critical for centriole formation. eLife 4, e07410 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Pace C. N., Vajdos F., Fee L., Grimsley G., Gray T. (1995) How to measure and predict the molar absorption coefficient of a protein. Protein Sci. 4, 2411–2423 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Winter G., Lobley C. M., Prince S. M. (2013) Decision making in xia2. Acta Crystallogr. D Biol. Crystallogr. 69, 1260–1273 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.McCoy A. J., Grosse-Kunstleve R. W., Adams P. D., Winn M. D., Storoni L. C., Read R. J. (2007) Phaser crystallographic software. J. Appl. Cryst. 40, 658–674 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Pettinger J., Le Bihan Y. V., Widya M., van Montfort R. L., Jones K., Cheeseman M. D. (2017) An irreversible inhibitor of HSP72 that unexpectedly targets lysine-56. Angew. Chem. Int. Ed. Engl. 56, 3536–3540 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Yu H. Y., Ziegelhoffer T., Osipiuk J., Ciesielski S. J., Baranowski M., Zhou M., Joachimiak A., Craig E. A. (2015) Roles of intramolecular and intermolecular interactions in functional regulation of the Hsp70 J-protein co-chaperone Sis1. J. Mol. Biol. 427, 1632–1643 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Zwart P. H., Afonine P. V., Grosse-Kunstleve R. W., Hung L. W., Ioerger T. R., McCoy A. J., McKee E., Moriarty N. W., Read R. J., Sacchettini J. C., Sauter N. K., Storoni L. C., Terwilliger T. C., Adams P. D. (2008) Automated structure solution with the PHENIX suite. Methods Mol. Biol. 426, 419–435 [DOI] [PubMed] [Google Scholar]
- 31.Emsley P., Lohkamp B., Scott W. G., Cowtan K. (2010) Features and development of Coot. Acta Crystallogr. D Biol. Crystallogr. 66, 486–501 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Murshudov G. N., Vagin A. A., Dodson E. J. (1997) Refinement of macromolecular structures by the maximum-likelihood method. Acta Crystallogr. D Biol. Crystallogr. 53, 240–255 [DOI] [PubMed] [Google Scholar]
- 33.Chen V. B., Arendall W. B., III, Headd J. J., Keedy D. A., Immormino R. M., Kapral G. J., Murray L. W., Richardson J. S., Richardson D. C. (2010) MolProbity: all-atom structure validation for macromolecular crystallography. Acta Crystallogr. D Biol. Crystallogr. 66, 12–21 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Hussein H. A., Borrel A., Geneix C., Petitjean M., Regad L., Camproux A. C. (2015) PockDrug-Server: a new web server for predicting pocket druggability on holo and apo proteins. Nucleic Acids Res. 43, W436–W442 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Webb M. R. (1992) A continuous spectrophotometric assay for inorganic phosphate and for measuring phosphate release kinetics in biological systems. Proc. Natl. Acad. Sci. USA 89, 4884–4887 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Delaglio F., Grzesiek S., Vuister G. W., Zhu G., Pfeifer J., Bax A. (1995) NMRPipe: a multidimensional spectral processing system based on UNIX pipes. J. Biomol. NMR 6, 277–293 [DOI] [PubMed] [Google Scholar]
- 37.Goddard T. D., Kneller D. G. (2003) SPARKY 3, University of California, San Francisco [Google Scholar]
- 38.Pavithra S. R., Banumathy G., Joy O., Singh V., Tatu U. (2004) Recurrent fever promotes Plasmodium falciparum development in human erythrocytes. J. Biol. Chem. 279, 46692–46699 [DOI] [PubMed] [Google Scholar]
- 39.Kwiatkowski D. (1989) Febrile temperatures can synchronize the growth of Plasmodium falciparum in vitro. J. Exp. Med. 169, 357–361 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Otto T. D., Wilinski D., Assefa S., Keane T. M., Sarry L. R., Böhme U., Lemieux J., Barrell B., Pain A., Berriman M., Newbold C., Llinás M. (2010) New insights into the blood-stage transcriptome of Plasmodium falciparum using RNA-Seq. Mol. Microbiol. 76, 12–24 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Bryk A. H., Wiśniewski J. R. (2017) Quantitative analysis of human red blood cell proteome. J. Proteome Res. 16, 2752–2761 [DOI] [PubMed] [Google Scholar]
- 42.Bertelsen E. B., Chang L., Gestwicki J. E., Zuiderweg E. R. (2009) Solution conformation of wild-type E. coli Hsp70 (DnaK) chaperone complexed with ADP and substrate. Proc. Natl. Acad. Sci. USA 106, 8471–8476 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Flaherty K. M., DeLuca-Flaherty C., McKay D. B. (1990) Three-dimensional structure of the ATPase fragment of a 70K heat-shock cognate protein. Nature 346, 623–628 [DOI] [PubMed] [Google Scholar]
- 44.Zhang Y., Zuiderweg E. R. (2004) The 70-kDa heat shock protein chaperone nucleotide-binding domain in solution unveiled as a molecular machine that can reorient its functional subdomains. Proc. Natl. Acad. Sci. USA 101, 10272–10277 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Zhang Z., Cellitti J., Teriete P., Pellecchia M., Stec B. (2015) New crystal structures of HSC-70 ATP binding domain confirm the role of individual binding pockets and suggest a new method of inhibition. Biochimie 108, 186–192 [DOI] [PubMed] [Google Scholar]
- 46.Li Z., Hartl F. U., Bracher A. (2013) Structure and function of Hip, an attenuator of the Hsp70 chaperone cycle. Nat. Struct. Mol. Biol. 20, 929–935 [DOI] [PubMed] [Google Scholar]
- 47.Zhang P., Leu J. I., Murphy M. E., George D. L., Marmorstein R. (2014) Crystal structure of the stress-inducible human heat shock protein 70 substrate-binding domain in complex with peptide substrate. PLoS One 9, e103518 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Craig E. A., Huang P., Aron R., Andrew A. (2006) The diverse roles of J-proteins, the obligate Hsp70 co-chaperone. Rev. Physiol. Biochem. Pharmacol. 156, 1–21 [DOI] [PubMed] [Google Scholar]
- 49.Kampinga H. H., Craig E. A. (2010) The HSP70 chaperone machinery: J proteins as drivers of functional specificity. Nat. Rev. Mol. Cell Biol. 11, 579–592; erratum: 750 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Tsai J., Douglas M. G. (1996) A conserved HPD sequence of the J-domain is necessary for YDJ1 stimulation of Hsp70 ATPase activity at a site distinct from substrate binding. J. Biol. Chem. 271, 9347–9354 [DOI] [PubMed] [Google Scholar]
- 51.Kityk R., Kopp J., Mayer M. P. (2018) Molecular mechanism of J-domain-triggered ATP hydrolysis by Hsp70 chaperones. Mol Cell. 69, 227–237.e4 [DOI] [PubMed] [Google Scholar]
- 52.Cockburn I. L., Boshoff A., Pesce E. R., Blatch G. L. (2014) Selective modulation of plasmodial Hsp70s by small molecules with antimalarial activity. Biol. Chem. 395, 1353–1362 [DOI] [PubMed] [Google Scholar]
- 53.Miyata Y., Rauch J. N., Jinwal U. K., Thompson A. D., Srinivasan S., Dickey C. A., Gestwicki J. E. (2012) Cysteine reactivity distinguishes redox sensing by the heat-inducible and constitutive forms of heat shock protein 70. Chem. Biol. 19, 1391–1399 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 54.Dicko A., Roh M. E., Diawara H., Mahamar A., Soumare H. M., Lanke K., Bradley J., Sanogo K., Kone D. T., Diarra K., Keita S., Issiaka D., Traore S. F., McCulloch C., Stone W. J. R., Hwang J., Müller O., Brown J. M., Srinivasan V., Drakeley C., Gosling R., Chen I., Bousema T. (2018) Efficacy and safety of primaquine and methylene blue for prevention of Plasmodium falciparum transmission in Mali: a phase 2, single-blind, randomised controlled trial. Lancet Infect. Dis. 18, 627–639 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Lu G., Nagbanshi M., Goldau N., Mendes Jorge M., Meissner P., Jahn A., Mockenhaupt F. P., Müller O. (2018) Efficacy and safety of methylene blue in the treatment of malaria: a systematic review. BMC Med. 16, 59 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Zoungrana A., Coulibaly B., Sié A., Walter-Sack I., Mockenhaupt F. P., Kouyaté B., Schirmer R. H., Klose C., Mansmann U., Meissner P., Müller O. (2008) Safety and efficacy of methylene blue combined with artesunate or amodiaquine for uncomplicated falciparum malaria: a randomized controlled trial from Burkina Faso. PLoS One 3, e1630 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Rousaki A., Miyata Y., Jinwal U. K., Dickey C. A., Gestwicki J. E., Zuiderweg E. R. (2011) Allosteric drugs: the interaction of antitumor compound MKT-077 with human Hsp70 chaperones. J. Mol. Biol. 411, 614–632 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Li X., Srinivasan S. R., Connarn J., Ahmad A., Young Z. T., Kabza A. M., Zuiderweg E. R., Sun D., Gestwicki J. E. (2013) Analogs of the allosteric heat shock protein 70 (Hsp70) inhibitor, MKT-077, as anti-cancer agents. ACS Med. Chem. Lett. 4, 1042–1047 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Amick J., Schlanger S. E., Wachnowsky C., Moseng M. A., Emerson C. C., Dare M., Luo W. I., Ithychanda S. S., Nix J. C., Cowan J. A., Page R. C., Misra S. (2014) Crystal structure of the nucleotide-binding domain of mortalin, the mitochondrial Hsp70 chaperone. Protein Sci. 23, 833–842 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Chen Y., Murillo-Solano C., Kirkpatrick M. G., Antoshchenko T., Park H. W., Pizarro J. C. (2018) Repurposing drugs to target the malaria parasite unfolding protein response. Sci. Rep. 8, 10333 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.D’Alessandro A., Righetti P. G., Zolla L. (2010) The red blood cell proteome and interactome: an update. J. Proteome Res. 9, 144–163 [DOI] [PubMed] [Google Scholar]
- 62.Mabate B., Zininga T., Ramatsui L., Makumire S., Achilonu I., Dirr H. W., Shonhai A. (2018) Structural and biochemical characterization of Plasmodium falciparum Hsp70-x reveals functional versatility of its C-terminal EEVN motif. Proteins 86, 1189–1201 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Hempelmann E. (2007) Hemozoin biocrystallization in Plasmodium falciparum and the antimalarial activity of crystallization inhibitors. Parasitol. Res. 100, 671–676 [DOI] [PubMed] [Google Scholar]
- 64.Wang J., Zhang C. J., Chia W. N., Loh C. C., Li Z., Lee Y. M., He Y., Yuan L. X., Lim T. K., Liu M., Liew C. X., Lee Y. Q., Zhang J., Lu N., Lim C. T., Hua Z. C., Liu B., Shen H. M., Tan K. S., Lin Q. (2015) Haem-activated promiscuous targeting of artemisinin in Plasmodium falciparum. Nat. Commun. 6, 10111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Wernsdorfer W. H. (1991) The development and spread of drug-resistant malaria. Parasitol. Today (Regul. Ed.) 7, 297–303 [DOI] [PubMed] [Google Scholar]
- 66.Sinha S., Medhi B., Sehgal R. (2014) Challenges of drug-resistant malaria. Parasite 21, 61 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Dondorp A. M., Fairhurst R. M., Slutsker L., Macarthur J. R., Breman J. G., Guerin P. J., Wellems T. E., Ringwald P., Newman R. D., Plowe C. V. (2011) The threat of artemisinin-resistant malaria. N. Engl. J. Med. 365, 1073–1075 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Enserink M. (2010) Malaria’s drug miracle in danger. Science 328, 844–846 [DOI] [PubMed] [Google Scholar]
- 69.Vial H., Taramelli D., Boulton I. C., Ward S. A., Doerig C., Chibale K. (2013) CRIMALDDI: platform technologies and novel anti-malarial drug targets. Malar. J. 12, 396 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Schlecht R., Scholz S. R., Dahmen H., Wegener A., Sirrenberg C., Musil D., Bomke J., Eggenweiler H. M., Mayer M. P., Bukau B. (2013) Functional analysis of Hsp70 inhibitors. PLoS One 8, e78443 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Wisén S., Bertelsen E. B., Thompson A. D., Patury S., Ung P., Chang L., Evans C. G., Walter G. M., Wipf P., Carlson H. A., Brodsky J. L., Zuiderweg E. R., Gestwicki J. E. (2010) Binding of a small molecule at a protein-protein interface regulates the chaperone activity of hsp70-hsp40. ACS Chem. Biol. 5, 611–622 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Evans C. G., Chang L., Gestwicki J. E. (2010) Heat shock protein 70 (hsp70) as an emerging drug target. J. Med. Chem. 53, 4585–4602 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Loy D. E., Liu W., Li Y., Learn G. H., Plenderleith L. J., Sundararaman S. A., Sharp P. M., Hahn B. H. (2017) Out of Africa: origins and evolution of the human malaria parasites Plasmodium falciparum and Plasmodium vivax. Int. J. Parasitol. 47, 87–97 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Keul N. D., Oruganty K., Schaper Bergman E. T., Beattie N. R., McDonald W. E., Kadirvelraj R., Gross M. L., Phillips R. S., Harvey S. C., Wood Z. A. (2018) The entropic force generated by intrinsically disordered segments tunes protein function. Nature 563, 584–588 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Fuxreiter M. (2018) Fuzziness in protein interactions-A historical perspective. J. Mol. Biol. 430, 2278–2287 [DOI] [PubMed] [Google Scholar]
- 76.Johansson K. E., Lindorff-Larsen K. (2018) Structural heterogeneity and dynamics in protein evolution and design. Curr. Opin. Struct. Biol. 48, 157–163 [DOI] [PubMed] [Google Scholar]
- 77.Mayer M. P. (2010) Gymnastics of molecular chaperones. Mol. Cell 39, 321–331 [DOI] [PubMed] [Google Scholar]
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