Significance
Hydrolysis of group-specific antigen (Gag) polyprotein by protease is essential for the formation of infectious HIV-1 virions. In response to treatment with protease inhibitors, drug resistance mutations coevolve in protease and Gag, a significant number of which (known as compensatory mutations) lie outside the active site of protease and the Gag cleavage sites. We show, using paramagnetic NMR spectroscopy, that transient, sparsely populated encounter complexes are predominantly formed between the globular domains of Gag and protease at sites that correlate with the location of secondary drug resistance mutations. These results provide a structural basis for the origins of secondary mutations and suggest that transient encounter complexes play a significant role in guiding protease to the Gag cleavage sites.
Keywords: HIV-1 Gag, HIV-1 protease, drug resistance mutations, invisible states, paramagnetic relaxation enhancement
Abstract
Cleavage of the group-specific antigen (Gag) polyprotein by HIV-1 protease represents the critical first step in the conversion of immature noninfectious viral particles to mature infectious virions. Selective pressure exerted by HIV-1 protease inhibitors, a mainstay of current anti–HIV-1 therapies, results in the accumulation of drug resistance mutations in both protease and Gag. Surprisingly, a large number of these mutations (known as secondary or compensatory mutations) occur outside the active site of protease or the cleavage sites of Gag (located within intrinsically disordered linkers connecting the globular domains of Gag to one another), suggesting that transient encounter complexes involving the globular domains of Gag may play a role in guiding and facilitating access of the protease to the Gag cleavage sites. Here, using large fragments of Gag, as well as catalytically inactive and active variants of protease, we probe the nature of such rare encounter complexes using intermolecular paramagnetic relaxation enhancement, a highly sensitive technique for detecting sparsely populated states. We show that Gag-protease encounter complexes are primarily mediated by interactions between protease and the globular domains of Gag and that the sites of transient interactions are correlated with surface exposed regions that exhibit a high propensity to mutate in the presence of HIV-1 protease inhibitors.
The transformation of noninfectious viral particles into mature infectious virions is a hallmark of the retroviral replication cycle. In HIV type 1 (HIV-1), morphological remodeling is initiated on sequential hydrolysis of the group-specific antigen (Gag) polyprotein by the viral homodimeric aspartyl protease, which generates a set of structural proteins (1). Not surprisingly, therefore, HIV-1 protease inhibitors are major components of current anti–HIV-1 therapies (2). The organization of HIV-1 Gag is as follows: matrix (MA)–capsid (CA)–spacer peptide 1 (SP1)–nucleocapsid (NC)–spacer peptide 2 (SP2)–p6, with an HIV-1 protease cleavage site located at each junction (Fig. 1A). MA, CA, and NC are globular domains, whereas SP1, SP2, and p6 are intrinsically disordered in solution (3). At neutral pH in vitro, the five cleavage sites in Gag are hydrolyzed by protease in the following order: SP1|NC > SP2|p6 ∼ MA|CA > CA|SP1 ∼ NC|SP2 (4). The corresponding in vivo cleavage order, deduced from virions with mutated Gag cleavage sites, is consistent with in vitro observations (5). The underlying mechanism governing ordered proteolysis is far from clear. Current understanding of Gag–protease interactions is derived from crystal structures of active protease complexed to nonhydrolysable peptide analogs (6) and of inactive protease (in which the active site Asp25 is replaced by Asn) bound to synthetic peptides comprising the Gag cleavage sites (7). Because all protease-bound peptides are in an extended, asymmetric β-strand conformation, it has been hypothesized that an effective protease substrate comprises six to eight residues of Gag (8) and that protease recognizes the shape of Gag substrates rather than their primary sequence (7). This “substrate envelope” hypothesis predicts variable interactions between side chains of Gag cleavage sites and protease (9), resulting in a unique processing rate for each site. Synthetic peptides, however, are a poor substitute for the Gag polyprotein in terms of long-range intermolecular interactions and conformational changes that can alter the accessibility of Gag cleavage junctions. Additionally both protease and Gag mutate and coevolve in response to protease inhibitors in current clinical use (10–17). Primary mutations (i.e., mutations at the catalytic site of protease) and mutations within the Gag cleavage sites are readily amenable to investigation using peptide analogs. The effects of secondary or compensatory mutations (i.e., mutations outside the protease substrate binding cleft or far away from the Gag cleavage sites), however, cannot be unraveled using synthetic peptides, and their existence hints at a larger role played by the globular Gag domains in Gag–protease interactions.
Here, using state-of-the-art solution NMR methods, and in particular intermolecular paramagnetic relaxation enhancement (PRE) measurements (18), we investigate Gag–protease interactions. We show that globular Gag domains transiently interact with protease to form sparsely populated encounter complexes, and that the patches of surface-exposed residues on the Gag domains and on protease that come into short-lived close contact with one another exhibit a high propensity to mutate in the presence of protease inhibitors.
Results
Gag and Protease Constructs.
To elucidate the role of Gag domains in Gag–protease interactions, we made use of a large Gag fragment containing the MA-CA-SP1-NC domains (group M, residues 1–432, hereafter referred to as ΔGag; Fig. 1A). ΔGag exhibits a monomer-dimer equilibrium at high ionic strength (Kdimer ∼35 μM at ≥300 mM NaCl), but at low salt (≤100 mM NaCl) forms immature virus-like particles (3). We also made use of the construct, (Fig. S1), which carries a double mutation at the CA dimerization interface and is monomeric at high (300 mM NaCl) ionic strength (Fig. S1A), and the shorter construct , which is monomeric at low (50 mM NaCl) ionic strength (Fig. S1B). Protease from HIV-1 group O (PR-O, pI ∼5.2) was used instead of the more common M group (PR-M, pI ∼9.5, 70% sequence identity with PR-O), owing to its much better solubility properties at high ionic strength.
Ordered Proteolytic Cleavage of Gag.
In vitro cleavage of ΔGag by PR-M proceeds in the following order: NC|SP1 > MA|CA > CA|SP1 (3). Nearly identical cleavage patterns, time courses, and proteolysis rates are observed using PR-O for both ΔGag and (Fig. 1B, Fig. S2, and Table S1), indicating that the order of Gag proteolysis is conserved across HIV-1 groups and is independent of Gag oligomerization state and protease isoelectric point. The order of cleavage is also not dependent on differences in amino acid sequence of the cleavage sites, as a similar sequential order of processing is observed for the construct , in which the MA|CA and CA|SP1 cleavage junctions (128VSQNY|PIVQN137 and 359KARVL|AEAMS368, respectively) were mutated to the same sequence as that of the SP1|NC cleavage site (373SATIM|MQRGN383), although the cleavage rate at the CA|SP1 junction is now enhanced and comparable to that at the MA|CA junction (Fig. 1C). These observations lead one to conclude that the globular Gag domains likely play a pivotal role in Gag–protease interactions.
Table S1.
Apparent rate constant (pmol/min) | ΔGag +PR-M (50:1)* | ΔGag +PR-O (50:1) | +PR-O (50:1) | +PR-O (100:1) | ΔGag +PR-OV82C (5:1)† |
kSP1|NC | 6.1 ± 0.6 | 5.1 ± 0.3 | 7.9 ± 0.5 | 6.5 ± 0.4 | 0.72 ± 0.1 |
kMA|CA | 2.2 ± 0.3 | 2.7 ± 0.1 | 2.8 ± 0.2 | 2.6 ± 0.3 | 0.35 ± 0.1 |
kCA|SP1 | 0.4 ± 0.06 | 0.2 ± 0.01 | 0.2 ± 0.02 | 2.5 ± 0.3 | — |
The apparent rate constants for ΔGag cleavage, kSP1|NC, kMA|CA, and kCA|SP1, represent Gag proteolysis rates at the SP1|NC, MA|CA, and CA|SP1 cleavage junctions, respectively. The 1D gel analysis module from ImageQuant TL (GE Healthcare) was used to determine band intensities in SDS/PAGE gels (see Fig. 1 B and C and Fig. S3). Cleavage rates were obtained by nonlinear least-squares fitting and solving the appropriate simultaneous first-order ordinary differential equations using the program DyanaFit (45). See Fig. S2 for additional details. ΔGag constructs were incubated with PR-M and PR-O variants for 3 h at room temperature. Gag to protease molar ratios are noted in parentheses. The concentration of WT PR-M and PR-O was 1 μM (in subunits), whereas the concentration of PR-OV82C was 10 μM (in subunits). Buffer conditions were as follows: 20 mM sodium phosphate, pH 6.5, 300 mM NaCl, 0.1 mM ZnCl2, and 1 mM TCEP.
Raw data used to derive Gag hydrolysis rates with PR-M were taken from Deshmukh et al. (3).
The apparent rate constant kCA|SP1 could not be determined in the case of PR-OV82C due to lack of formation of the cleavage product, CA, within the 3-h timeframe of the experiment, owing to the lower catalytic efficiency of the mutated protease (compare Fig. S3).
Intermolecular PRE Measurements.
To probe transient interactions between Gag and protease, we made use of NMR spectroscopy and specifically intermolecular PRE measurements (18). The intermolecular PRE arises from dipolar interactions between an unpaired electron located on a paramagnetic tag covalently attached to one protein and the protons of the second protein: in our case, backbone amide protons that can be selectively monitored by isotopically labeling the second protein with 15N. When exchange between the unbound major species and the sparsely populated transient encounter complex is fast on the PRE time scale (lifetime < 250–500 μs), the intermolecular PRE observed on the protons of the major species will simply be given by the “true” intermolecular PRE within the complex scaled by the population of the complex (18). Owing to the large magnetic moment of the electron, the PRE effect (which is proportional to the <r−6> separation between the unpaired electron and the proton) is very large, and hence transient complexes with occupancies as low as 0.5–1% can be detected (18).
We first carried out PRE experiments with the paramagnetic tag (maleimido-DOTA-Gd3+; see Fig. S3A) conjugated to two alternative sites, V82C () and L72C (), located within the catalytic cleft and on the surface, respectively, of an inactive PR-O variant (D25N; Fig. 2A). Although the catalytic activity of the V82C variant of PR-O is reduced compared with the wild-type (WT) version, the order of Gag cleavage is preserved (Fig. S4), and the structure of , determined from backbone amide residual dipolar couplings (RDCs) and backbone chemical shifts using CS-ROSETTA (19, 20), is the same as that of PR-M with the flaps predominantly in the closed conformation (Fig. S5). The intermolecular PRE profiles observed on monomeric 15N/13C/2H-labeled (high salt) and 15N/2H-labeled (low salt) are shown in Fig. 2 B and C. Very similar intermolecular PRE profiles are also observed for WT ΔGag, although line broadening owing to monomer-dimer exchange precludes the measurement of PREs for much of the capsid domain (Fig. S6). Although the magnitude of the PREs may differ, the general pattern of intermolecular PREs obtained with the two paramagnetically tagged PR-O constructs is rather similar, with significant intermolecular PREs above background (1HN-Γ2 > 10 s−1) largely confined to specific surface-exposed regions within the three globular domains of Gag, namely MA, CA, and NC (Figs. 2 B–D). These intermolecular PREs are specific to the Gag–protease system, as essentially no intermolecular PREs above background are observed in control experiments using either free DOTA-Gd3+ or DOTA-Gd3+ tagged maltose binding protein (MBP) (Fig. S7). Interestingly, two regions display significant differences in intermolecular PREs between the and constructs. Specifically, larger intermolecular PREs are observed for at the N terminus of CA with both paramagnetic PR-O constructs and in the NC domain with . The former is likely due to the fact that the N terminus of CA undergoes a conformational change from an intrinsically disordered linker to a β-hairpin subsequent to cleavage at the MA|CA junction of Gag (3), while the latter is primarily driven by electrostatic interactions between the positively charged NC domain and the negatively charged protease, which are magnified at low salt.
The unexpected absence of intermolecular PREs in the vicinity of the Gag cleavage sites can be attributed to two factors: (i) the occupancy of transient encounter complexes (lifetimes ≤ 250–500 μs probed by PRE) (18) involving the cleavage sites is much lower than that involving the globular domains of Gag; and (ii) the slow formation of weak (KD ∼300 μM) productive Gag–protease complexes are rate limited by protease flap opening (21, 22). The flaps of free protease are predominantly closed (23), blocking access to substrate; flap opening is a rare process resulting in slow productive complex formation (lifetime ∼100 ms) (22), which is manifested by a significant reduction in 1HN/15N cross-peak intensity for residues at the SP1|NC junction of on addition of a 3:1 excess of unlabeled protease (Fig. S8A). [Note that 1HN/15N cross-peaks for residues at the MA|CA and CA|SP1 junctions are not affected at the concentrations of protease used, indicating that the SP1|NC junction serves as the primary point of association between Gag and protease, consistent with the observed order and rates of proteolytic cleavage (see Fig. 1B).] The converse experiment titrating a threefold excess of unlabeled into 15N/2H-labeled results in a decrease in intensity of 1HN/15N cross-peaks within the flaps and catalytic site of protease with no changes in chemical shifts (Fig. S8B), as expected for a system on the slow side of intermediate exchange on the chemical shift time scale.
To map the interaction sites for transient encounter complexes on the protease, we carried out intermolecular PRE experiments using 15N/2H-labeled and two different paramagnetically(Gd3+) tagged Gag constructs. Site-specific incorporation of a paramagnetic probe on ΔGag presents a challenge owing to the presence of 10 native cysteine residues. For one construct, we therefore used a truncated Gag comprising only MA and the N-terminal domain of CA (MA-CANTD), in which one of the two native cysteines was mutated to Thr (C57T), whereas the other, Cys87, located close to the MA|CA cleavage junction, was conjugated with DOTA-Gd3+ () (Fig. 3A). In the second, monomeric was complexed to a single-stranded (ss)DNA 8mer, d(TG)4 containing a single DOTA-Gd3+ derivatized deoxythymidine (Fig. 3A and Fig. S3B). A slight molar excess of was used, ensuring that all ssDNA was bound to NC, as the interaction of MA with ssDNA is very weak in comparison (3, 24). With paramagnetically tagged , regions of protease exhibiting PREs above background (1HN-Γ2 > 4 s−1) comprise residues near or in the catalytic site (residues 6–8 and 26–31), residues in the flaps (residues 46–53 and 82–83), and a small stretch of core residues (residues 88–94; Fig. 3B, Upper). With paramagnetically tagged -d(TG)4, regions of protease exhibiting significant PREs include residues near or in the catalytic site (residues 5–10 and 23–29), the flaps (residues 30–43, 46–59, 71–77 and 80–83), and part of the core (residues 64–66 and 87–97; Fig. 3B, Lower). Essentially no intermolecular PREs above background are observed on protease in control experiments using DOTA-Gd3+ or Gd3+-tagged MBP (Fig. S9).
Discussion
Role of Gag–Protease Encounter Complexes.
The observed pattern of intermolecular PRE profiles are indicative of the formation of transient encounter complexes involving the globular domains of Gag, which serve to guide protease in the vicinity of the Gag cleavage sites such that productive complex formation can occur efficiently on rare protease flap opening (Fig. 4). These encounter complexes are likely to have a significant impact on the cleavage rates at the different Gag junctions. (It should be noted, however, that functional testing of the role of encounter complexes by in vitro mutagenesis is likely to be very difficult as the interfaces are relatively large and the contribution of any individual intermolecular interaction is likely to be very small. Hence, a large number of cumulative mutations would likely be required.) Other lines of biochemical evidence support this picture: the presence of single-stranded nucleic acids significantly accelerates hydrolysis at the SP1|NC junction while leaving the cleavage rate at the MA|CA and CA|SP1 unaltered (3). The two zinc knuckles of NC sample a large region of conformational space relative to one another in the absence of nucleic acids but behave as a single globular entity when bound to nucleic acids (24, 25), which would be predicted to enhance the formation of transient encounter complexes with protease. The two slowest cleavage sites (CA|SP1 and NC|SP2) occur at junctions that are not flanked by globular domains, suggesting that transient confinement of protease between Gag domains is important in sequential processing. A recent report (26) suggested that the six-helix bundle formed by SP1 (27) in immature Gag assemblies may block access to the CA|SP1 junction, thereby slowing down the proteolysis at this site. However, SP1 and neighboring residues are intrinsically disordered and fully accessible in solution in the context of ΔGag, as evidenced by NMR chemical shifts, relaxation parameters, and backbone amide RDCs (3, 24), and yet hydrolysis at the CA|SP1 junction is remarkably slow in vitro (compare Fig. 1B), even when mutated to the sequence of the SP1|NC junction (see Fig. 1C). Moreover, of the five Gag cleavage sites, only the CA|SP1 and SP1|NC junctions, located a mere 15 residues apart, are interdependent on one another such that blocking hydrolysis at the SP1|NC junction by site-directed mutagenesis accelerates hydrolysis of the upstream CA|SP1 junction (4). These observations suggest that protease, guided by the CA and NC domains, can competitively interact with both cleavage junctions on either side of SP1, with an intrinsic preference for the SP1|NC junction. Based on these observations, we conclude that sequential in vitro hydrolysis of Gag is governed by several factors: transient interaction of Gag domains with protease, accessibility of Gag cleavage junctions, and the primary sequence of Gag cleavage sites. Moreover, because the sequential order of proteolytic processing is the same in vitro and in vivo, we speculate that these factors also dictate Gag hydrolysis in vivo. Additionally, steric hindrance due to the assembled Gag lattice and the protonation states of cleavage site residues are likely to also contribute to Gag processing in vivo.
Correlation of Sites of Encounter Complexes with Compensatory Drug Resistance Mutations.
A comparison of regions involved in transient Gag–protease encounter complexes with residues associated with drug-resistance mutations (14–17, 28) in Gag and protease is provided in Figs. 2D and 3C, respectively (also see Table S2 for additional details). The emergence of mutations resistant to HIV-1 protease inhibitors usually involves a stepwise process whereby primary mutations in protease alter the substrate-binding pocket leading to a reduction in inhibitor binding and concomitantly productive Gag–protease complex formation, whereas secondary or compensatory mutations in both protease and Gag may help partially restore the loss of viral fitness caused by the primary mutations (10, 15, 16). The regions of Gag and protease that undergo compensatory mutations are strikingly similar to those exhibiting significant intermolecular PREs, thereby providing a plausible underlying structural basis behind these mutations. For example, conservative noncleavage site mutations in MA, specifically K30R, R76K, Y79F, and T81A, restore the fitness deficit arising from drug-resistant protease by improving replication capacity and generating a significant reduction in susceptibility to protease inhibitors in vivo (14, 29). These residues along with two other drug-resistance mutations, E12K and L75R, reside in regions of MA that give large intermolecular PREs. Similarly, among the few compensatory mutations in CA that have been reported, T186M and H219Q display large intermolecular PREs, whereas the third, M200I, is close to a region of CA that exhibits large PREs (residues 192–198). Further, several residues of NC mutate on exposure to protease inhibitors, and every single one displays large intermolecular PREs. It should also be noted that some of these residues are involved in other well-established functions [e.g., Lys30 and Arg76 of MA are involved in Gag–membrane interactions (30, 31), and His219 is located in an exposed loop within the N-terminal domain of CA loop that binds to cyclophilin-A (32)], implying multiple functions for these residues. The primary and secondary mutations in protease also show a close correlation with residues that exhibit significant intermolecular PREs, including residues in the core (residues 10, 71, 73, 88, 90, and 93) and flaps (residues 32–34, 36, 46, 47, 48, 50, 53, 54, and 82). Based on the above correlations, we conclude that HIV-1 Gag–protease interactions have evolved a conserved mechanism whereby the globular domains of Gag act as guideposts for the formation of transient encounter complexes that facilitate access of the protease to the cleavage junctions, thereby enhancing cleavage rates and modulating the sequential order of Gag cleavage.
Table S2.
Protease* | Active site | Core | Flaps |
L24I | L10I (/F/R/V/C) | V32I | |
A71V (/I/T/L) | L33I(/F) | ||
G73C (/S) | E34Q | ||
N88S (/D) | M36I(/L/V) | ||
L90M | M46I(/L) | ||
I93L(/M) | I47V(/A) | ||
G48V | |||
I50L(/V) | |||
F53L(/Y) | |||
I54L(/V/M/T/A) | |||
V82A(/T/F/I) | |||
ΔGag† | Matrix | Capsid | Nucleocapsid |
E12K | T186M | I389T | |
K30R | M200I | V390A(/D) | |
L75R | H219Q(/P) | T401V | |
R76K | R409K | ||
Y79F | |||
T81A |
The primary literature sources for the mutations are Wensing et al. (17), Fun et al. (16), Gatanaga et al. (28), Garcia-Diaz (15), Parry et al. (14), and Sutherland et al. (29). All listed residues exhibit large intermolecular PREs, with the exception of Met200 of ΔGag, which is close to the patch of Gag residues (residues 192–198) that exhibit large PREs (see Figs. 2 and 3).
Protease regions are defined as follows (23): active site (residues 24–29), core (residues 10–23, 62–73 and 87–93), and flaps (residues 30–61 and 74–84), and are colored in orange, magenta and green ribbons, respectively, in Fig. 2A.
ΔGag domain organization is as follows: matrix (residues 1–132), capsid (residues 133–363), spacer peptide 1 (residues 364–377), and nucleocapsid (residues 378–432) (see Fig. 1A).
Materials and Methods
Protein Expression and Purification.
Full details on cloning, expression, site-directed mutagenesis, isotope (2H/15N/13C and 2H/15N) labeling, purification, paramagnetic tagging with Gd3+, and analytical ultracentrifugation experiments are provided in SI Materials and Methods. Samples for NMR were prepared in a buffer containing 20 mM sodium phosphate, pH 6.5, 0.1 mM ZnCl2, and 1 mm Tris(2-carboxyethyl)phosphine (TCEP); additionally, the buffer contained 300 and 50 mM NaCl in the case of ΔGag and CA-SP1-NC constructs, respectively.
NMR Spectroscopy.
All heteronuclear NMR experiments were carried out at 30 °C on Bruker 500-, 600-, and 800-MHz spectrometers equipped with z-gradient triple resonance cryoprobes. Full details of the sequential assignment, PRE and RDC experiments, and NMR spectral processing and analysis are provided in SI Materials and Methods.
SI Materials and Methods
Materials.
Single-stranded (ss)DNA, 5′-d(TG)4, containing a single 1,4,7,10-tetraazacyclododecane-1,4,7,10-tetraacetic acid (DOTA)-Gd3+ derivatized deoxythymidine, was purchased from Bio-Synthesis. ssDNA was dissolved in deionized water and dialyzed overnight (Spectra/Pro, Micro Float-A-Lyzer Dialysis Device; 100- to 500-Da cutoff, catalog no. F235049) in a buffer containing 20 mM sodium phosphate, pH 6.5, 300 mM NaCl, and 1 mM TCEP. Soluble paramagnetic cosolute, DOTA-Gd3+ (also known as gadoteric acid) was purchased from Macrocyclics (catalog no. M-147) and dissolved in a buffer containing 50 mM sodium acetate, pH 6, to a final concentration of ∼10 mg/mL.
Protein Expression and Purification.
WT and mutant variants of HIV-1 Gag polyprotein, ΔGag (MA-CA-SP1-NC, residues 1–432, strain HXB2, group M), CA-SP1-NC (residues 133–432, strain pLN4-3, group M), MA-CANTD (residues 1–278, strain HXB2, group M), and HIV-1 protease (residues 1–99, group O), as well as apo-maltose binding protein (MBP), were subcloned into pET-11a vectors (Novagen; EMD Millipore) and expressed in BL21-CodonPlus (DE3)-RIPL competent cells (Agilent Technologies). Site-directed mutagenesis was performed using the QuikChange kit (Agilent Technologies).
ΔGag constructs were expressed at 19 °C, whereas CA-SP1-NC and MA-CANTD constructs were expressed at 37 °C using our previously published protocols (3, 24). Briefly, cells were grown at 37 °C in 1 L Luria-Bertani (LB) medium at natural isotopic abundance or minimal M9 medium for isotopic labeling. The latter contained 0.3 g/L 2H/15N/13C Isogro (Sigma-Aldrich), 99.9% (vol/vol) D2O, 1 g/L 15NH4Cl, and 3 g/L 2H7,13C6-d-glucose for 2H/15N/13C labeling and 0.3 g/L 2H/15N Isogro (Sigma-Aldrich), 99.9% (vol/vol) D2O, 1g/L 15NH4Cl, and 3g/L 2H7,12C6-d-glucose for 2H/15N labeling. For ΔGag constructs, ∼30 min before induction, the temperature was reduced to 19 °C. Cells were induced with 1 mM isopropyl β-d-1-thiogalactopyranoside (IPTG) at an optical density of A600 ∼0.8. For CA-SP1-NC and MA-CANTD constructs, the cells were harvested 8 h after induction, whereas for ΔGag constructs, the cells were harvested after 24 h. For HIV-1 protease, cells were grown at 37 °C in 1 L of either LB or minimal M9 medium and were harvested 3 h after induction with IPTG. In the case of MBP, cells were grown at 37 °C in 1 L LB medium and harvested 3 h after induction with IPTG.
For ΔGag and MA-CANTD constructs, the cells were resuspended in a lysis buffer containing 100 mM Tris, pH 8.0, 500 mM NaCl, 5 mM β-mercaptoethanol (BME), and 1 cOmplete Protease Inhibitor mixture tablet (Roche Applied Science). For CA-SP1-NC constructs, the lysis buffer contained 100 mM Tris, pH 8.0, 50 mM NaCl, 0.1 mM ZnCl2, 5 mM BME, and 1 cOmplete tablet. Cells were lysed using a microfluidizer and cleared by centrifugation. Additionally, in the case of CA-SP1-NC constructs, nucleic acids were precipitated by adding 4% (wt/vol) polyethyleneimine, pH 8.0 (Sigma-Aldrich), to the cell lysate to a final concentration of ∼0.4% (wt/vol). All constructs were purified by a combination of ion exchange and size exclusion chromatography. For ΔGag and MA-CANTD variants, the cell lysate was loaded onto a HiPrep 16/10 Q FF column (GE Healthcare) with a 0.5–1 M NaCl gradient in a buffer containing 100 mM Tris, pH 8.0, 500 mM NaCl, and 5 mM BME. For CA-SP1-NC constructs, a 0–1 M NaCl gradient was used with a running buffer containing 100 mM Tris, pH 8.0, 0.1 mM ZnCl2, and 5 mM BME. In the case of ΔGag and MA-CANTD constructs, relevant flow-through fractions were diluted in a buffer containing 100 mM Tris, pH 8.0, and 5 mM BME (1:1 dilution), whereas for CA-SP1-NC constructs, the flow-through fractions were used without any further dilution. These fractions were loaded onto a HiLoad 16/10 SP Sepharose HP column (GE Healthcare) with a 0–1 M NaCl gradient containing 100 mM Tris, pH 8.0, and 5 mM BME. The eluted proteins were concentrated (Amicon ultra-15, 10-kDa cutoff for MA-CANTD and CA-SP1-NC constructs, and 30-kDa cutoff for ΔGag constructs) and loaded onto a HiLoad 26/60 Superdex 200 column (GE Healthcare) pre-equilibrated with 100 mM Tris, pH 8, 500 mM NaCl, and 5 mM BME. For CA-SP1-NC and MA-CANTD constructs, a HiLoad 26/60 Superdex 75 column (GE Healthcare) was used pre-equilibrated with 100 mM Tris, pH 8, 300 mM NaCl, and 5 mM BME. Relevant fractions were pooled and diluted in a buffer containing 20 mM Tris, pH 8.0, and 5 mM BME (1:1 dilution), and further purified using a Mono S 10/100 GL column (GE Healthcare) with a 0–1 M NaCl gradient. Note that for ΔGag and CA-SP1-NC constructs, every buffer solution was supplemented with 0.1 mM ZnCl2.
For WT active protease-O (PR-O), the cells were resuspended in a bacterial protein extraction reagent (ThermoFisher; catalog no. 78248) supplemented with 5 mM benzamidine. Cells were lysed using a sonicator and cleared by centrifugation. Ammonium sulfate was added to the supernatant to a final concentration ∼20% (wt/vol) and incubated at room temperature followed by centrifugation. The pellet was resuspended in buffer containing 25 mM Tris, pH 7.5, 50 mM NaCl and spun, and the supernatant subjected to fractionation on a HiLoad 16/60 Superdex 75 column (GE Healthcare) pre-equilibrated with 25 mM Tris, pH 7.5, and 50 mM NaCl. Peak fractions corresponding to active PR-O were pooled, concentrated (Amicon ultra-15, 10-kDa cutoff), and stored at −70 °C.
In the case of the two PR-O variants, and , the proteins were purified using the following two schemes. For unlabeled proteins, the cells were resuspended in buffer containing 50 mM Tris, pH 8, 10 mM EDTA, 10 mM DTT, and ∼100 μg/mL lysozyme. The insoluble recombinant protein was washed using a buffer containing 50 mM Tris, pH 8, 10 mM EDTA, 10 mM DTT, 2 M urea, and 1% (vol/vol) Triton X-100. The insoluble fraction was pelleted by centrifugation and solubilized in 50 mM Tris, pH 8.0, 7.5 M guanidine hydrochloride, 5 mM EDTA, and 10 mM DTT. The solubilized fraction was injected on a HiLoad 16/60 Superdex 75 column (GE Healthcare) pre-equilibrated in 50 mM Tris, pH 8, 4 M guanidine hydrochloride, 5 mM EDTA, and 1 mM DTT. Eluted fractions were pooled and subjected to reverse-phase HPLC on a POROS R2 20-μm resin (ThermoFisher; catalog no. 1112906). Peak fractions were pooled and stored at −70 °C. For the 2H/15N-labeled PR-O variants, a similar protocol was used except that the supernatant fraction, instead of the insoluble fraction, was stirred for 1 h at room temperature in the presence of 20% (wt/vol) ammonium sulfate, followed by centrifugation. The pellet was resuspended in 25 mM Tris, pH 7.5, and 50 mM NaCl and spun. The supernatant was adjusted to 2 M guanidine hydrochloride and concentrated (Amicon ultra-15, 10-kDa cutoff). Proteins were fractionated using size-exclusion chromatography and reverse-phase HPLC as described above.
To fold PR-O samples, aliquots were lyophilized and later redissolved in 4 M guanidine hydrochloride, 50 mM Tris, pH 7.5, and 2 mM DTT to a final concentration of ∼5 mg/mL, followed by extensive dialysis in aqueous buffers without guanidine hydrochloride.
For apo-maltose binding protein, the cells were resuspended in a lysis buffer containing 100 mM Tris, pH 8.0, 500 mM NaCl, 1 mM EDTA, and 5 mM BME. Cells were lysed using a microfluidizer, cleared by centrifugation, and then loaded onto an Amylose resin column (New England BioLabs) with a 0–10 mM maltose gradient containing 100 mM Tris, pH 8.0, 500 mM NaCl, 1 mM EDTA, and 5 mM BME. The eluted protein was concentrated (Amicon ultra-15, 10-kDa cutoff) and loaded onto a HiLoad 26/60 Superdex 75 column (GE Healthcare) pre-equilibrated with 100 mM Tris, pH 8, and 500 mM NaCl.
All protein constructs were verified by DNA sequencing and mass spectrometry.
Site-Specific Spin Labeling with Gd3+.
The commercially available paramagnetic probe, maleimido-monoamide-DOTA (Macrocyclics: catalog no. B-272; 1,4,7,10-tetraazacyclododecane-1,4,7-tris(t-butyl-acetate)-10-(aminoethylacetamide)), was mixed with Gd(III) chloride hexahydrate (Sigma-Aldrich; catalog no. G7532) at a molar ratio 1:2 in 50 mM sodium acetate buffer, pH 5.5. The mixture was incubated overnight at room temperature, and the reaction was verified by mass spectrometry. The resultant complex was purified by reverse-phase HPLC (Beckman Ultrasphere ODS column, MAC-MOD Analytical; catalog no. 235328). Relevant fractions were pooled, lyophilized, and later redissolved in 50 mM sodium acetate buffer, pH 6.0. For site-specific paramagnetic spin labeling, a DOTA-Gd3+ stock solution (∼8 mg/mL) was incubated for 1 h at room temperature with the protein of interest (Gag, MBP, or PR-O variants containing a single surface-exposed cysteine residue) at a molar ratio of protein to paramagnetic label of ∼1:1.2 in 100 mM Tris, pH 8. The conjugation reaction was tested for completion by mass spectrometry, and excess unreacted paramagnetic spin-label was removed by dialysis (Slide-A-Lyzer G2 Dialysis Cassettes; ThermoFisher Scientific). All buffers were treated with chelex-100 (Sigma-Aldrich; catalog no. 88593) to remove any potential trace metal contamination.
Sedimentation Velocity Analytical Ultracentrifugation.
Sedimentation velocity experiments were conducted at 50,000 rpm using an An50-Ti rotor (Beckman Coulter) on a Beckman Coulter ProteomeLab XL-I analytical ultracentrifuge following protocols described previously (33). Samples of were studied at loading concentrations ranging from 2.5 to 66 μM in 20 mM sodium phosphate, pH 6.5, 300 mM NaCl, 1mM TCEP, and 0.1 mM ZnCl2 and 30 °C. Samples of were studied at 20 °C and loading concentrations of 10–84 μM in 20 mM sodium phosphate (pH 6.5), 50 mM NaCl, 1 mM TCEP, and 0.1 mM ZnCl2. Samples were loaded in two-channel centerpiece cells, and data were collected using the absorbance (280 nm) and Rayleigh interference (655 nm) optical detection systems. In both cases, the highest concentration samples were loaded in 3-mm path-length cells, whereas all other samples were loaded in standard 12-mm path-length cells. Sedimentation data were time-corrected (34) and analyzed in SEDFIT15.01c (35) in terms of a continuous c(s) distribution of Lamm equation solutions with a resolution of 0.05 S and a maximum entropy regularization confidence level of 0.68. Excellent data fits were observed, with RMSD values ranging from 0.0037 to 0.0079 absorbance units and 0.0060 to 0.011 fringes. The solution densities and viscosities were determined based on the buffer composition in SEDNTERP (36) (sednterp.unh.edu). Protein partial specific volumes were calculated based on the amino acid composition in SEDNTERP, and sedimentation coefficients s were corrected to s20,w values at standard conditions.
NMR Sample Preparation.
All heteronuclear NMR experiments were performed on uniformly 15N/13C/2H- or 15N/2H-labeled Gag or protease samples (unless stated otherwise). ΔGag constructs were prepared in a buffer containing 20 mM sodium phosphate, pH 6.5, 300 mM NaCl, 0.1 mM ZnCl2, 93% (vol/vol) H2O/7% (vol/vol) D2O, and 1 mM TCEP. For CA-SP1-NC constructs, an identical buffer was used but with the concentration of NaCl reduced to 50 mM. Aligned samples were prepared using ∼11 mg/mL phage pf1 (ASLA Biotech) (37) in the same buffer as that used for ΔGag constructs. Backbone amide (1DNH) RDC data were measured on samples containing 0.1 mM . For PRE experiments, the following sample concentrations were used: 0.3 mM 15N/13C/2H-labeled ΔGag or 0.2 mM 15N/2H-labeled CA-SP1-NC constructs in the presence of 0.1 mM paramagnetically tagged PR-O variants at natural isotopic abundance and 0.15 mM 15N/2H-labeled in the presence of either 0.03 mM paramagnetically tagged or a mixture of 0.06 mM monomeric and 0.05 mM paramagnetically tagged d(TG)4 at natural isotopic abundance.
NMR Spectroscopy.
All heteronuclear NMR experiments were carried out at 30 °C on Bruker 500-, 600-, and 800-MHz spectrometers equipped with z-gradient triple resonance cryoprobes. Spectra were processed using NMRPipe (38) and analyzed using the CCPN software suite (39). Sequential 1H, 15N, and 13C backbone resonance assignments were performed using conventional transverse relaxation optimized (TROSY)-based through-bond 3D triple resonance experiments (40). 1DNH RDCs (given by the difference in 1JNH coupling constants in aligned and isotropic media) were measured using the TROSY-based ARTSY pulse sequence (41) and analyzed with Xplor-NIH (42). Transverse 1HN-Γ2 PRE rates were obtained from the differences in the transverse 1HN-R2 relaxation rates between the paramagnetic and diamagnetic samples (18, 43). Two time points (separated by 15 ms) were used for the measurements of 1HN-R2 rates, and the errors in the 1HN-Γ2 PRE rates were calculated as described previously (18, 43). The transverse 1HN-R2 relaxation rates were measured using 3D HNCO-based (44) and 2D (18) pulse schemes with TROSY readout for ΔGag and CA-SP1-NC/protease constructs, respectively. TROSY 1H-15N correlation spectra of the proteins were recorded before and after the PRE experiments to verify that no spurious intermolecular disulfides were formed during the course of the measurements.
ΔGag Cleavage Assay.
ΔGag hydrolysis was carried out using our previously published protocol (3). Briefly, ΔGag constructs were incubated for 3 h at room temperature with 1 μM PR-O variants in a buffer containing 20 mM sodium phosphate, pH 6.5, 300 mM NaCl, 0.1 mM ZnCl2, and 1 mM TCEP. Aliquots (5 μL each) were taken at regular time intervals, mixed with SDS protein gel loading solution (Quality Biological; catalog no. 351-082-661), boiled at 99 °C for 2 min, and loaded onto a SDS/PAGE gel [18% (wt/vol) Tris-glycine gel; Life Technologies; catalog no. EC65055BOX]. Cleavage products were visualized by PageBlue staining (ThermoFisher Scientific; catalog no. 24620).
Acknowledgments
We thank M. Bayro, J. Werner-Allen, C. D. Schwieters, D. Appella, and V. Tugarinov for useful discussions; Y. Shen for help with CS-ROSETTA calculations; Y. Kim for help with DOTA-Gd3+ purification; A. Aniana for technical assistance; and J. Lloyd [National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) Advanced Mass Spectrometry Core] for technical support. This work was supported by the Intramural Program of NIDDK/NIH and the AIDS Targeted Antiviral Program of the Office of the NIH Director (to G.M.C.).
Footnotes
The authors declare no conflict of interest.
This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1615342113/-/DCSupplemental.
References
- 1.Freed EO. HIV-1 assembly, release and maturation. Nat Rev Microbiol. 2015;13(8):484–496. doi: 10.1038/nrmicro3490. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Arts EJ, Hazuda DJ. HIV-1 antiretroviral drug therapy. Cold Spring Harb Perspect Med. 2012;2(4):a007161. doi: 10.1101/cshperspect.a007161. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Deshmukh L, Ghirlando R, Clore GM. Conformation and dynamics of the Gag polyprotein of the human immunodeficiency virus 1 studied by NMR spectroscopy. Proc Natl Acad Sci USA. 2015;112(11):3374–3379. doi: 10.1073/pnas.1501985112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Pettit SC, et al. The p2 domain of human immunodeficiency virus type 1 Gag regulates sequential proteolytic processing and is required to produce fully infectious virions. J Virol. 1994;68(12):8017–8027. doi: 10.1128/jvi.68.12.8017-8027.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Wiegers K, et al. Sequential steps in human immunodeficiency virus particle maturation revealed by alterations of individual Gag polyprotein cleavage sites. J Virol. 1998;72(4):2846–2854. doi: 10.1128/jvi.72.4.2846-2854.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Mahalingam B, Louis JM, Hung J, Harrison RW, Weber IT. Structural implications of drug-resistant mutants of HIV-1 protease: High-resolution crystal structures of the mutant protease/substrate analogue complexes. Proteins. 2001;43(4):455–464. doi: 10.1002/prot.1057. [DOI] [PubMed] [Google Scholar]
- 7.Prabu-Jeyabalan M, Nalivaika E, Schiffer CA. Substrate shape determines specificity of recognition for HIV-1 protease: Analysis of crystal structures of six substrate complexes. Structure. 2002;10(3):369–381. doi: 10.1016/s0969-2126(02)00720-7. [DOI] [PubMed] [Google Scholar]
- 8.Chou KC. Prediction of human immunodeficiency virus protease cleavage sites in proteins. Anal Biochem. 1996;233(1):1–14. doi: 10.1006/abio.1996.0001. [DOI] [PubMed] [Google Scholar]
- 9.Ozen A, Haliloğlu T, Schiffer CA. Dynamics of preferential substrate recognition in HIV-1 protease: Redefining the substrate envelope. J Mol Biol. 2011;410(4):726–744. doi: 10.1016/j.jmb.2011.03.053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Doyon L, et al. Second locus involved in human immunodeficiency virus type 1 resistance to protease inhibitors. J Virol. 1996;70(6):3763–3769. doi: 10.1128/jvi.70.6.3763-3769.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Zhang YM, et al. Drug resistance during indinavir therapy is caused by mutations in the protease gene and in its Gag substrate cleavage sites. J Virol. 1997;71(9):6662–6670. doi: 10.1128/jvi.71.9.6662-6670.1997. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Mammano F, Petit C, Clavel F. Resistance-associated loss of viral fitness in human immunodeficiency virus type 1: Phenotypic analysis of protease and gag coevolution in protease inhibitor-treated patients. J Virol. 1998;72(9):7632–7637. doi: 10.1128/jvi.72.9.7632-7637.1998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kolli M, Lastere S, Schiffer CA. Co-evolution of nelfinavir-resistant HIV-1 protease and the p1-p6 substrate. Virology. 2006;347(2):405–409. doi: 10.1016/j.virol.2005.11.049. [DOI] [PubMed] [Google Scholar]
- 14.Parry CM, et al. Three residues in HIV-1 matrix contribute to protease inhibitor susceptibility and replication capacity. Antimicrob Agents Chemother. 2011;55(3):1106–1113. doi: 10.1128/AAC.01228-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Garcia Diaz A. 2012. An investigation of the role of HIV-1 Gag mutations in failure of protease inhibitors. PhD thesis (University College London, London)
- 16.Fun A, Wensing AM, Verheyen J, Nijhuis M. Human immunodeficiency virus Gag and protease: Partners in resistance. Retrovirology. 2012;9:63. doi: 10.1186/1742-4690-9-63. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Wensing AM, et al. 2015 Update of the drug resistance mutations in HIV-1. Top Antivir Med. 2015;23(4):132–141. [PMC free article] [PubMed] [Google Scholar]
- 18.Clore GM, Iwahara J. Theory, practice, and applications of paramagnetic relaxation enhancement for the characterization of transient low-population states of biological macromolecules and their complexes. Chem Rev. 2009;109(9):4108–4139. doi: 10.1021/cr900033p. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Shen Y, et al. Consistent blind protein structure generation from NMR chemical shift data. Proc Natl Acad Sci USA. 2008;105(12):4685–4690. doi: 10.1073/pnas.0800256105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Das R, et al. Simultaneous prediction of protein folding and docking at high resolution. Proc Natl Acad Sci USA. 2009;106(45):18978–18983. doi: 10.1073/pnas.0904407106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Furfine ES, et al. Two-step binding mechanism for HIV protease inhibitors. Biochemistry. 1992;31(34):7886–7891. doi: 10.1021/bi00149a020. [DOI] [PubMed] [Google Scholar]
- 22.Katoh E, et al. A solution NMR study of the binding kinetics and the internal dynamics of an HIV-1 protease-substrate complex. Protein Sci. 2003;12(7):1376–1385. doi: 10.1110/ps.0300703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Roche J, Louis JM, Bax A. Conformation of inhibitor-free HIV-1 protease derived from NMR spectroscopy in a weakly oriented solution. ChemBioChem. 2015;16(2):214–218. doi: 10.1002/cbic.201402585. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Deshmukh L, Ghirlando R, Clore GM. Investigation of the structure and dynamics of the capsid-spacer peptide 1-nucleocapsid fragment of the HIV-1 gag polyprotein by solution NMR spectroscopy. Angew Chem Int Ed Engl. 2014;53(4):1025–1028. doi: 10.1002/anie.201309127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Deshmukh L, Schwieters CD, Grishaev A, Clore GM. Quantitative characterization of configurational space sampled by HIV-1 nucleocapsid using solution NMR, X-ray scattering and protein engineering. ChemPhysChem. 2016;17(11):1548–1552. doi: 10.1002/cphc.201600212. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Wagner JM, et al. Crystal structure of an HIV assembly and maturation switch. eLife. 2016;5:e17063. doi: 10.7554/eLife.17063. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Schur FK, et al. An atomic model of HIV-1 capsid-SP1 reveals structures regulating assembly and maturation. Science. 2016;353(6298):506–508. doi: 10.1126/science.aaf9620. [DOI] [PubMed] [Google Scholar]
- 28.Gatanaga H, et al. Amino acid substitutions in Gag protein at non-cleavage sites are indispensable for the development of a high multitude of HIV-1 resistance against protease inhibitors. J Biol Chem. 2002;277(8):5952–5961. doi: 10.1074/jbc.M108005200. [DOI] [PubMed] [Google Scholar]
- 29.Sutherland KA, Mbisa JL, Cane PA, Pillay D, Parry CM. Contribution of Gag and protease to variation in susceptibility to protease inhibitors between different strains of subtype B human immunodeficiency virus type 1. J Gen Virol. 2014;95(Pt 1):190–200. doi: 10.1099/vir.0.055624-0. [DOI] [PubMed] [Google Scholar]
- 30.Hill CP, Worthylake D, Bancroft DP, Christensen AM, Sundquist WI. Crystal structures of the trimeric human immunodeficiency virus type 1 matrix protein: Implications for membrane association and assembly. Proc Natl Acad Sci USA. 1996;93(7):3099–3104. doi: 10.1073/pnas.93.7.3099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Saad JS, et al. Structural basis for targeting HIV-1 Gag proteins to the plasma membrane for virus assembly. Proc Natl Acad Sci USA. 2006;103(30):11364–11369. doi: 10.1073/pnas.0602818103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Gamble TR, et al. Crystal structure of human cyclophilin A bound to the amino-terminal domain of HIV-1 capsid. Cell. 1996;87(7):1285–1294. doi: 10.1016/s0092-8674(00)81823-1. [DOI] [PubMed] [Google Scholar]
- 33.Zhao H, Brautigam CA, Ghirlando R, Schuck P. 2013. Overview of current methods in sedimentation velocity and sedimentation equilibrium analytical ultracentrifugation. Curr Protoc Protein Sci Chap 20, Unit 20:12.
- 34.Ghirlando R, et al. Improving the thermal, radial, and temporal accuracy of the analytical ultracentrifuge through external references. Anal Biochem. 2013;440(1):81–95. doi: 10.1016/j.ab.2013.05.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Schuck P. Size-distribution analysis of macromolecules by sedimentation velocity ultracentrifugation and lamm equation modeling. Biophys J. 2000;78(3):1606–1619. doi: 10.1016/S0006-3495(00)76713-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Cole JL, Lary JW, P Moody T, Laue TM. Analytical ultracentrifugation: Sedimentation velocity and sedimentation equilibrium. Methods Cell Biol. 2008;84:143–179. doi: 10.1016/S0091-679X(07)84006-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Clore GM, Starich MR, Gronenborn AM. Measurement of residual dipolar couplings of macromolecules aligned in the nematic phase of a colloidal suspension of rod-shaped viruses. J Am Chem Soc. 1998;120(40):10571–10572. [Google Scholar]
- 38.Delaglio F, et al. NMRPipe: A multidimensional spectral processing system based on UNIX pipes. J Biomol NMR. 1995;6(3):277–293. doi: 10.1007/BF00197809. [DOI] [PubMed] [Google Scholar]
- 39.Vranken WF, et al. The CCPN data model for NMR spectroscopy: Development of a software pipeline. Proteins. 2005;59(4):687–696. doi: 10.1002/prot.20449. [DOI] [PubMed] [Google Scholar]
- 40.Clore GM, Gronenborn AM. Determining the structures of large proteins and protein complexes by NMR. Trends Biotechnol. 1998;16(1):22–34. doi: 10.1016/S0167-7799(97)01135-9. [DOI] [PubMed] [Google Scholar]
- 41.Fitzkee NC, Bax A. Facile measurement of ¹H-¹5N residual dipolar couplings in larger perdeuterated proteins. J Biomol NMR. 2010;48(2):65–70. doi: 10.1007/s10858-010-9441-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Schwieters CD, Kuszewski JJ, Clore GM. Using Xplor-NIH for NMR molecular structure determination. Prog Nucl Magn Reson Spectrosc. 2006;48(1):47–62. [Google Scholar]
- 43.Iwahara J, Schwieters CD, Clore GM. Ensemble approach for NMR structure refinement against 1H paramagnetic relaxation enhancement data arising from a flexible paramagnetic group attached to a macromolecule. J Am Chem Soc. 2004;126(18):5879–5896. doi: 10.1021/ja031580d. [DOI] [PubMed] [Google Scholar]
- 44.Hu K, Doucleff M, Clore GM. Using multiple quantum coherence to increase the 15N resolution in a three-dimensional TROSY HNCO experiment for accurate PRE and RDC measurements. J Magn Reson. 2009;200(2):173–177. doi: 10.1016/j.jmr.2009.06.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Kuzmic P. Program DYNAFIT for the analysis of enzyme kinetic data: Application to HIV proteinase. Anal Biochem. 1996;237(2):260–273. doi: 10.1006/abio.1996.0238. [DOI] [PubMed] [Google Scholar]
- 46.Sayer JM, Liu F, Ishima R, Weber IT, Louis JM. Effect of the active site D25N mutation on the structure, stability, and ligand binding of the mature HIV-1 protease. J Biol Chem. 2008;283(19):13459–13470. doi: 10.1074/jbc.M708506200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Heaslet H, et al. Conformational flexibility in the flap domains of ligand-free HIV protease. Acta Crystallogr D Biol Crystallogr. 2007;63(Pt 8):866–875. doi: 10.1107/S0907444907029125. [DOI] [PubMed] [Google Scholar]
- 48.Martin P, et al. “Wide-open” 1.3 Å structure of a multidrug-resistant HIV-1 protease as a drug target. Structure. 2005;13(12):1887–1895. doi: 10.1016/j.str.2005.11.005. [DOI] [PubMed] [Google Scholar]
- 49.Deshmukh L, et al. Structure and dynamics of full-length HIV-1 capsid protein in solution. J Am Chem Soc. 2013;135(43):16133–16147. doi: 10.1021/ja406246z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Clore GM, Garrett D. R-factor, free R, and complete cross-validation for dipolar coupling refinement of NMR structures. J Am Chem Soc. 1999;121(39):9008–9012. [Google Scholar]